Re-org folders, onboard test folder, test config

Reorganized the folder structure. Onboarded testcases. Added test config.

Issue-ID: OPTFRA-74
Change-Id: I97882a162a405a18ffd287495039e15ae9d0ad7b
Signed-off-by: Ankitkumar Patel <ankit@research.att.com>

9 files changed, 0 insertions, 657 deletions

diff --git a/optimizers/__init__.py b/optimizers/__init__.py
deleted file mode 100644
index e69de29..0000000
--- a/optimizers/__init__.py
+++ /dev/null
diff --git a/optimizers/licenseopt/__init__.py b/optimizers/licenseopt/__init__.py
deleted file mode 100644
index e69de29..0000000
--- a/optimizers/licenseopt/__init__.py
+++ /dev/null
diff --git a/optimizers/licenseopt/simple_license_allocation.py b/optimizers/licenseopt/simple_license_allocation.py
deleted file mode 100644
index 1b5b670..0000000
--- a/optimizers/licenseopt/simple_license_allocation.py
+++ /dev/null
@@ -1,56 +0,0 @@
-# -------------------------------------------------------------------------
-#   Copyright (c) 2015-2017 AT&T 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 json
-
-from requests import RequestException
-from osdf.datasources.sdc import sdc, constraint_handler
-from osdf.logging.osdf_logging import audit_log, metrics_log, MH
-from osdf.config.base import osdf_config
-from osdf.utils import data_mapping
-
-
-def license_optim(request_json):
-    """
-    Fetch license artifacts associated with the service model and search licensekey-group-UUID and entitlement-pool-uuid
-    associated with the given att part number and nominal throughput in a request
-    :param request_json: Request in a JSON format
-    :return: A tuple of licensekey-group-uuid-list and entitlement-group-uuid-list
-    """
-    req_id = request_json["requestInfo"]["requestId"]
-    config = osdf_config.deployment
-
-    model_name = request_json['placementInfo']['serviceModelInfo']['modelName']
-    service_name = data_mapping.get_service_type(model_name)
-
-    license_info = []
-
-    order_info = json.loads(request_json["placementInfo"]["orderInfo"])
-    if service_name == 'VPE':
-        data_mapping.normalize_user_params(order_info)
-    for licenseDemand in request_json['placementInfo']['demandInfo']['licenseDemand']:
-        metrics_log.info(MH.requesting("sdc", req_id))
-        license_artifacts = sdc.request(licenseDemand['resourceModelInfo']['modelVersionId'],request_json["requestInfo"]["requestId"], config)
-        entitlement_pool_uuids, license_key_group_uuids = constraint_handler.choose_license(license_artifacts,order_info, service_name)
-        license_info.append(
-            {'serviceResourceId': licenseDemand['serviceResourceId'],
-             'resourceModuleName': licenseDemand['resourceModuleName'],
-             'entitlementPoolList': entitlement_pool_uuids,
-             'licenseKeyGroupList': license_key_group_uuids
-             })
-    return license_info
diff --git a/optimizers/placementopt/__init__.py b/optimizers/placementopt/__init__.py
deleted file mode 100644
index e69de29..0000000
--- a/optimizers/placementopt/__init__.py
+++ /dev/null
diff --git a/optimizers/placementopt/conductor/__init__.py b/optimizers/placementopt/conductor/__init__.py
deleted file mode 100644
index e69de29..0000000
--- a/optimizers/placementopt/conductor/__init__.py
+++ /dev/null
diff --git a/optimizers/placementopt/conductor/api_builder.py b/optimizers/placementopt/conductor/api_builder.py
deleted file mode 100644
index c0281fe..0000000
--- a/optimizers/placementopt/conductor/api_builder.py
+++ /dev/null
@@ -1,121 +0,0 @@
-# -------------------------------------------------------------------------
-#   Copyright (c) 2015-2017 AT&T 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 copy
-import json
-from osdf.utils import data_mapping
-from jinja2 import Template
-from osdf.utils.programming_utils import list_flatten, dot_notation
-import osdf.optimizers.placementopt.conductor.translation as tr
-from osdf.adapters.policy.utils import group_policies
-
-
-def conductor_api_builder(request_json, flat_policies: list, local_config, prov_status,
-                          template="templates/conductor_interface.json"):
-    """Build a SNIRO southbound API call for Conductor/Placement optimization
-    :param request_json: parameter data received from a client
-    :param flat_policies: policy data received from the policy platform (flat policies)
-    :param template: template to generate southbound API call to conductor
-    :param local_config: local configuration file with pointers for the service specific information
-    :param prov_status: provStatus retrieved from Subscriber policy
-    :return: json to be sent to Conductor/placement optimization
-    """
-    templ = Template(open(template).read())
-    gp = group_policies(flat_policies)
-    demand_vnf_name_list = []
-
-    for placementDemand in request_json['placementInfo']['demandInfo']['placementDemand']:
-        demand_vnf_name_list.append(placementDemand['resourceModuleName'])
-
-    demand_list = tr.gen_demands(request_json['placementInfo']['demandInfo'], gp['vnfPolicy'])
-    attribute_policy_list = tr.gen_attribute_policy(demand_vnf_name_list, gp['attribute'])
-    distance_to_location_policy_list = tr.gen_distance_to_location_policy(
-        demand_vnf_name_list, gp['distance_to_location'])
-    inventory_policy_list = tr.gen_inventory_group_policy(demand_vnf_name_list, gp['inventory_group'])
-    resource_instance_policy_list = tr.gen_resource_instance_policy(
-        demand_vnf_name_list, gp['instance_fit'])
-    resource_region_policy_list = tr.gen_resource_region_policy(demand_vnf_name_list, gp['region_fit'])
-    zone_policy_list = tr.gen_zone_policy(demand_vnf_name_list, gp['zone'])
-    optimization_policy_list = tr.gen_optimization_policy(demand_vnf_name_list, gp['placementOptimization'])
-    reservation_policy_list = tr.gen_reservation_policy(demand_vnf_name_list, gp['instance_reservation'])
-    conductor_policies = [attribute_policy_list, distance_to_location_policy_list, inventory_policy_list,
-                          resource_instance_policy_list, resource_region_policy_list, zone_policy_list]
-    filtered_policies = [x for x in conductor_policies if len(x) > 0]
-    policy_groups = list_flatten(filtered_policies)
-    reservation_policies = [x for x in reservation_policy_list if len(x) > 0]
-    reservation_groups = list_flatten(reservation_policies)
-    req_info = request_json['requestInfo']
-    model_name = request_json['placementInfo']['serviceModelInfo']['modelName']
-    service_type = data_mapping.get_service_type(model_name)
-    service_info = local_config.get('service_info', {}).get(service_type, {})
-    if 'orderInfo' in request_json["placementInfo"]:
-        order_info = json.loads(request_json["placementInfo"]["orderInfo"])
-    request_type = req_info.get('requestType', None)
-    subs_com_site_id = ""
-    if 'subscriberInfo' in request_json['placementInfo']: 
-        subs_com_site_id = request_json['placementInfo']['subscriberInfo'].get('subscriberCommonSiteId', "")
-    if service_type == 'vCPE':
-        data_mapping.normalize_user_params(order_info)
-        rendered_req = templ.render(
-            requestType=request_type,
-            chosenComplex=subs_com_site_id,
-            demand_list=demand_list,
-            policy_groups=policy_groups,
-            optimization_policies=optimization_policy_list,
-            name=req_info['requestId'],
-            timeout=req_info['timeout'],
-            limit=req_info['numSolutions'],
-            serviceType=service_type,
-            serviceInstance=request_json['placementInfo']['serviceInstanceId'],
-            provStatus = prov_status,
-            chosenRegion=order_info['requestParameters']['lcpCloudRegionId'],
-            json=json)
-    elif service_type == 'UNKNOWN':
-        rendered_req = templ.render(
-            requestType=request_type,
-            chosenComplex=subs_com_site_id,
-            demand_list=demand_list,
-            policy_groups=policy_groups,
-            reservation_groups=reservation_groups,
-            optimization_policies=optimization_policy_list,
-            name=req_info['requestId'],
-            timeout=req_info['timeout'],
-            limit=req_info['numSolutions'],
-            serviceType=service_type,
-            serviceInstance=request_json['placementInfo']['serviceInstanceId'],
-            provStatus = prov_status,
-            # process order data
-            bandwidth=dot_notation(order_info, service_info['bandwidth']),
-            bandwidth_unit=dot_notation(order_info, service_info['bandwidth_units']),
-            json=json)
-    json_payload = json.dumps(json.loads(rendered_req)) # need this because template's JSON is ugly!
-    return json_payload
-
-
-def retrieve_node(req_json, reference):
-    """
-    Get the child node(s) from the dot-notation [reference] and parent [req_json].
-    For placement and other requests, there are encoded JSONs inside the request or policy,
-    so we need to expand it and then do a search over the parent plus expanded JSON.
-    """
-    req_json_copy = copy.deepcopy(req_json)  # since we expand the JSON in place, we work on a copy
-    if 'orderInfo' in req_json_copy['placementInfo']:
-        req_json_copy['placementInfo']['orderInfo'] = json.loads(req_json_copy['placementInfo']['orderInfo'])
-    info = dot_notation(req_json_copy, reference)
-    return list_flatten(info) if isinstance(info, list) else info
-
diff --git a/optimizers/placementopt/conductor/conductor.py b/optimizers/placementopt/conductor/conductor.py
deleted file mode 100644
index bdc7f17..0000000
--- a/optimizers/placementopt/conductor/conductor.py
+++ /dev/null
@@ -1,186 +0,0 @@
-# -------------------------------------------------------------------------
-#   Copyright (c) 2015-2017 AT&T 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.
-#
-# -------------------------------------------------------------------------
-#
-
-"""
-This application generates conductor API calls using the information received from SO and Policy platform.
-"""
-
-import json
-import time
-
-from jinja2 import Template
-from requests import RequestException
-
-from osdf.logging.osdf_logging import debug_log
-from osdf.optimizers.placementopt.conductor.api_builder import conductor_api_builder
-from osdf.utils.interfaces import RestClient
-from osdf.operation.exceptions import BusinessException
-
-
-def request(req_object, osdf_config, grouped_policies, prov_status):
-    """
-    Process a placement request from a Client (build Conductor API call, make the call, return result)
-    :param req_object: Request parameters from the client
-    :param osdf_config: Configuration specific to SNIRO application (core + deployment)
-    :param grouped_policies: policies related to placement (fetched based on request, and grouped by policy type)
-    :param prov_status: provStatus retrieved from Subscriber policy
-    :return: response from Conductor (accounting for redirects from Conductor service
-    """
-    config = osdf_config.deployment
-    local_config = osdf_config.core
-    uid, passwd = config['conductorUsername'], config['conductorPassword']
-    conductor_url = config['conductorUrl']
-    req_id = req_object['requestInfo']['requestId']
-    transaction_id = req_object['requestInfo']['transactionId']
-    headers = dict(transaction_id=transaction_id)
-
-    max_retries = config.get('conductorMaxRetries', 30)
-    ping_wait_time = config.get('conductorPingWaitTime', 60)
-
-    rc = RestClient(userid=uid, passwd=passwd, method="GET", log_func=debug_log.debug, headers=headers)
-    conductor_req_json_str = conductor_api_builder(req_object, grouped_policies, local_config, prov_status)
-    conductor_req_json = json.loads(conductor_req_json_str)
-
-    debug_log.debug("Sending first Conductor request for request_id {}".format(req_id))
-    resp, raw_resp = initial_request_to_conductor(rc, conductor_url, conductor_req_json)
-    # Very crude way of keeping track of time.
-    # We are not counting initial request time, first call back, or time for HTTP request
-    total_time, ctr = 0, 2
-    client_timeout = req_object['requestInfo']['timeout']
-    configured_timeout = max_retries * ping_wait_time
-    max_timeout = min(client_timeout, configured_timeout)
-
-    while True:  # keep requesting conductor till we get a result or we run out of time
-        if resp is not None:
-            if resp["plans"][0].get("status") in ["error"]:
-                raise RequestException(response=raw_resp, request=raw_resp.request)
-
-            if resp["plans"][0].get("status") in ["done", "not found"]:
-                if resp["plans"][0].get("recommendations"):
-                    return conductor_response_processor(resp, raw_resp, req_id)
-                else:  # "solved" but no solutions found
-                    return conductor_no_solution_processor(resp, raw_resp, req_id)
-            new_url = resp['plans'][0]['links'][0][0]['href']  # TODO: check why a list of lists
-
-        if total_time >= max_timeout:
-            raise BusinessException("Conductor could not provide a solution within {} seconds, this transaction is timing out".format(max_timeout))
-        time.sleep(ping_wait_time)
-        ctr += 1
-        debug_log.debug("Attempt number {} url {}; prior status={}".format(ctr, new_url, resp['plans'][0]['status']))
-        total_time += ping_wait_time
-
-        try:
-            raw_resp = rc.request(new_url, raw_response=True)
-            resp = raw_resp.json()
-        except RequestException as e:
-            debug_log.debug("Conductor attempt {} for request_id {} has failed because {}".format(ctr, req_id, str(e)))
-
-
-def initial_request_to_conductor(rc, conductor_url, conductor_req_json):
-    """First steps in the request-redirect chain in making a call to Conductor
-    :param rc: REST client object for calling conductor
-    :param conductor_url: conductor's base URL to submit a placement request
-    :param conductor_req_json: request json object to send to Conductor
-    :return: URL to check for follow up (similar to redirects); we keep checking these till we get a result/error
-    """
-    debug_log.debug("Payload to Conductor: {}".format(json.dumps(conductor_req_json)))
-    raw_resp = rc.request(url=conductor_url, raw_response=True, method="POST", json=conductor_req_json)
-    resp = raw_resp.json()
-    if resp["status"] != "template":
-        raise RequestException(response=raw_resp, request=raw_resp.request)
-    time.sleep(10)  # 10 seconds wait time to avoid being too quick!
-    plan_url = resp["links"][0][0]["href"]
-    debug_log.debug("Attemping to read the plan from the conductor provided url {}".format(plan_url))
-    raw_resp = rc.request(raw_response=True, url=plan_url)  # TODO: check why a list of lists for links
-    resp = raw_resp.json()
-
-    if resp["plans"][0]["status"] in ["error"]:
-        raise RequestException(response=raw_resp, request=raw_resp.request)
-    return resp, raw_resp  # now the caller of this will handle further follow-ups
-
-
-def conductor_response_processor(conductor_response, raw_response, req_id):
-    """Build a response object to be sent to client's callback URL from Conductor's response
-    This includes Conductor's placement optimization response, and required ASDC license artifacts
-
-    :param conductor_response: JSON response from Conductor
-    :param raw_response: Raw HTTP response corresponding to above
-    :param req_id: Id of a request
-    :return: JSON object that can be sent to the client's callback URL
-    """
-    composite_solutions = []
-    name_map = {"physical-location-id": "cloudClli", "host_id": "vnfHostName",
-                "cloud_version": "cloudVersion", "cloud_owner": "cloudOwner"}
-    for reco in conductor_response['plans'][0]['recommendations']:
-        for resource in reco.keys():
-            c = reco[resource]['candidate']
-            solution = {
-                'resourceModuleName': resource,
-                'serviceResourceId': reco[resource]['service_resource_id'],
-                'inventoryType': c['inventory_type'],
-                'serviceInstanceId': c['candidate_id'] if c['inventory_type'] == "service" else "",
-                'cloudRegionId': c['location_id'],
-                'assignmentInfo': []
-            }
-
-            for key, value in reco[resource]['attributes'].items():
-                try:
-                    solution['assignmentInfo'].append({"variableName": name_map[key], "variableValue": value})
-                except KeyError:
-                    debug_log.debug("The key[{}] is not mapped and will not be returned in assignment info".format(key))
-
-            if c.get('host_id'):
-                solution['assignmentInfo'].append({'variableName': name_map['host_id'], 'variableValue': c['host_id']})
-            composite_solutions.append(solution)
-
-    request_state = conductor_response['plans'][0]['status']
-    transaction_id = raw_response.headers.get('transaction_id', "")
-    status_message = conductor_response.get('plans')[0].get('message', "")
-
-    solution_info = {}
-    if composite_solutions:
-        solution_info['placementInfo'] = composite_solutions
-
-    resp = {
-        "transactionId": transaction_id,
-        "requestId": req_id,
-        "requestState": request_state,
-        "statusMessage": status_message,
-        "solutionInfo": solution_info
-    }
-    return resp
-
-
-def conductor_no_solution_processor(conductor_response, raw_response, request_id,
-                                    template_placement_response="templates/plc_opt_response.jsont"):
-    """Build a response object to be sent to client's callback URL from Conductor's response
-    This is for case where no solution is found
-
-    :param conductor_response: JSON response from Conductor
-    :param raw_response: Raw HTTP response corresponding to above
-    :param request_id: request Id associated with the client request (same as conductor response's "name")
-    :param template_placement_response: the template for generating response to client (plc_opt_response.jsont)
-    :return: JSON object that can be sent to the client's callback URL
-    """
-    status_message = conductor_response["plans"][0].get("message")
-    templ = Template(open(template_placement_response).read())
-    return json.loads(templ.render(composite_solutions=[], requestId=request_id,
-                                   transactionId=raw_response.headers.get('transaction_id', ""),
-                                   statusMessage=status_message, json=json))
-
-
diff --git a/optimizers/placementopt/conductor/remote_opt_processor.py b/optimizers/placementopt/conductor/remote_opt_processor.py
deleted file mode 100644
index f753a70..0000000
--- a/optimizers/placementopt/conductor/remote_opt_processor.py
+++ /dev/null
@@ -1,79 +0,0 @@
-# -------------------------------------------------------------------------
-#   Copyright (c) 2015-2017 AT&T 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.
-#
-# -------------------------------------------------------------------------
-#
-
-from requests import RequestException
-
-import traceback
-from osdf.operation.error_handling import build_json_error_body
-from osdf.logging.osdf_logging import metrics_log, MH, error_log
-from osdf.optimizers.placementopt.conductor import conductor
-from osdf.optimizers.licenseopt.simple_license_allocation import license_optim
-from osdf.utils.interfaces import get_rest_client
-
-
-def process_placement_opt(request_json, policies, osdf_config, prov_status):
-    """Perform the work for placement optimization (e.g. call SDC artifact and make conductor request)
-    NOTE: there is scope to make the requests to policy asynchronous to speed up overall performance
-    :param request_json: json content from original request
-    :param policies: flattened policies corresponding to this request
-    :param osdf_config: configuration specific to OSDF app
-    :param prov_status: provStatus retrieved from Subscriber policy
-    :return: None, but make a POST to callback URL
-    """
-    
-    try:
-        rc = get_rest_client(request_json, service="so")
-        req_id = request_json["requestInfo"]["requestId"]
-        transaction_id = request_json['requestInfo']['transactionId']
-
-        metrics_log.info(MH.inside_worker_thread(req_id))
-        license_info = None
-        if 'licenseDemand' in request_json['placementInfo']['demandInfo']:
-            license_info = license_optim(request_json)
-
-        # Conductor only handles placement, only call Conductor if placementDemands exist
-        if 'placementDemand' in request_json['placementInfo']['demandInfo']:
-            metrics_log.info(MH.requesting("placement/conductor", req_id))
-            placement_response = conductor.request(request_json, osdf_config, policies, prov_status)
-            if license_info:  # Attach license solution if it exists
-                placement_response['solutionInfo']['licenseInfo'] = license_info
-        else:  # License selection only scenario
-            placement_response = {
-                "transactionId": transaction_id,
-                "requestId": req_id,
-                "requestState": "complete",
-                "statusMessage": "License selection completed successfully",
-                "solutionInfo": {"licenseInfo": license_info}
-            }
-    except Exception as err:
-        error_log.error("Error for {} {}".format(req_id, traceback.format_exc()))
-
-        try:
-            body = build_json_error_body(err)
-            metrics_log.info(MH.sending_response(req_id, "ERROR"))
-            rc.request(json=body, noresponse=True)
-        except RequestException:
-            error_log.error("Error sending asynchronous notification for {} {}".format(req_id, traceback.format_exc()))
-        return
-
-    try:
-        metrics_log.info(MH.calling_back_with_body(req_id, rc.url,placement_response))
-        rc.request(json=placement_response, noresponse=True)
-    except RequestException :  # can't do much here but log it and move on
-        error_log.error("Error sending asynchronous notification for {} {}".format(req_id, traceback.format_exc()))
-
diff --git a/optimizers/placementopt/conductor/translation.py b/optimizers/placementopt/conductor/translation.py
deleted file mode 100644
index 036398a..0000000
--- a/optimizers/placementopt/conductor/translation.py
+++ /dev/null
@@ -1,215 +0,0 @@
-# -------------------------------------------------------------------------
-#   Copyright (c) 2015-2017 AT&T 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 json
-from osdf.utils.data_conversion import text_to_symbol
-from osdf.utils import data_mapping
-
-def gen_optimization_policy(vnf_list, optimization_policy):
-    """Generate optimization policy details to pass to Conductor
-    :param vnf_list: List of vnf's to used in placement request
-    :param optimization_policy: optimization policy information provided in the incoming request
-    :return: List of optimization policies in a format required by Conductor
-    """
-    optimization_policy_list = []
-    for policy in optimization_policy:
-        content = policy['content']
-        parameter_list = []
-
-        for attr in content['objectiveParameter']['parameterAttributes']:
-            parameter = attr['parameter'] if attr['parameter'] == "cloud_version" else attr['parameter']+"_between"
-            for res in attr['resource']:
-                vnf = get_matching_vnf(res, vnf_list)
-                value = [vnf] if attr['parameter'] == "cloud_version" else [attr['customerLocationInfo'], vnf]
-                parameter_list.append({
-                    attr['operator']: [attr['weight'], {parameter: value}]
-                })
-
-        optimization_policy_list.append({
-                content['objective']: {content['objectiveParameter']['operator']: parameter_list }
-        })
-    return optimization_policy_list
-
-
-def get_matching_vnf(resource, vnf_list):
-    
-    for vnf in vnf_list:
-        if resource in vnf:
-            return vnf
-    return resource
-
-
-def get_matching_vnfs(resources, vnf_list, match_type="intersection"):
-    """Get a list of matching VNFs from the list of resources
-    :param resources:
-    :param vnf_list: List of vnf's to used in placement request
-    :param match_type: "intersection" or "all" or "any" (any => send all_vnfs if there is any intersection)
-    :return: List of matching VNFs
-    """
-    common_vnfs = []
-    for vnf in vnf_list:
-        for resource in resources:
-            if resource in vnf:
-                common_vnfs.append(vnf)
-    if match_type == "intersection":  # specifically requested intersection
-        return common_vnfs
-    elif common_vnfs or match_type == "all":  # ("any" and common) OR "all"
-        return resources
-    return None
-
-
-def gen_policy_instance(vnf_list, resource_policy, match_type="intersection", rtype=None):
-    """Generate a list of policies
-    :param vnf_list: List of vnf's to used in placement request
-    :param resource_policy: policy for this specific resource
-    :param match_type: How to match the vnf_names with the vnf_list (intersection or "any")
-             intersection => return intersection; "any" implies return all vnf_names if intersection is not null
-    :param rtype: resource type (e.g. resourceRegionProperty or resourceInstanceProperty)
-             None => no controller information added to the policy specification to Conductor
-    :return: resource policy list in a format required by Conductor
-    """
-    resource_policy_list = []
-    related_policies = []
-    for policy in resource_policy:
-        pc = policy['content']
-        demands = get_matching_vnfs(pc['resourceInstanceType'], vnf_list, match_type=match_type)
-        resource = {pc['identity']: {'type': pc['type'], 'demands': demands}}
-
-        if rtype:
-            resource[pc['identity']]['properties'] = {'controller': pc[rtype]['controller'],
-                                                      'request': json.loads(pc[rtype]['request'])}
-        if demands and len(demands) != 0:
-            resource_policy_list.append(resource)
-            related_policies.append(policy)
-    return resource_policy_list, related_policies
-
-
-def gen_resource_instance_policy(vnf_list, resource_instance_policy):
-    """Get policies governing resource instances in order to populate the Conductor API call"""
-    cur_policies, _ = gen_policy_instance(vnf_list, resource_instance_policy, rtype='resourceInstanceProperty')
-    return cur_policies
-
-
-def gen_resource_region_policy(vnf_list, resource_region_policy):
-    """Get policies governing resource region in order to populate the Conductor API call"""
-    cur_policies, _ = gen_policy_instance(vnf_list, resource_region_policy, rtype='resourceRegionProperty')
-    return cur_policies
-
-
-def gen_inventory_group_policy(vnf_list, inventory_group_policy):
-    """Get policies governing inventory group in order to populate the Conductor API call"""
-    cur_policies, _ = gen_policy_instance(vnf_list, inventory_group_policy, rtype=None)
-    return cur_policies
-
-
-def gen_reservation_policy(vnf_list, reservation_policy):
-    """Get policies governing resource instances in order to populate the Conductor API call"""
-    cur_policies, _ = gen_policy_instance(vnf_list, reservation_policy, rtype='instanceReservationProperty')
-    return cur_policies
-
-
-def gen_distance_to_location_policy(vnf_list, distance_to_location_policy):
-    """Get policies governing distance-to-location for VNFs in order to populate the Conductor API call"""
-    cur_policies, related_policies = gen_policy_instance(vnf_list, distance_to_location_policy, rtype=None)
-    for p_new, p_main in zip(cur_policies, related_policies):  # add additional fields to each policy
-        properties = p_main['content']['distanceToLocationProperty']
-        pcp_d = properties['distanceCondition']
-        p_new[p_main['content']['identity']]['properties'] = {
-            'distance': text_to_symbol[pcp_d['operator']] + " " + pcp_d['value'].lower(),
-            'location': properties['locationInfo']
-        }
-    return cur_policies
-
-
-def gen_attribute_policy(vnf_list, attribute_policy):
-    """Get policies governing attributes of VNFs in order to populate the Conductor API call"""
-    cur_policies, related_policies = gen_policy_instance(vnf_list, attribute_policy, rtype=None)
-    for p_new, p_main in zip(cur_policies, related_policies):  # add additional fields to each policy
-        properties = p_main['content']['cloudAttributeProperty']
-        p_new[p_main['content']['identity']]['properties'] = {
-            'evaluate': {
-                'hypervisor': properties.get('hypervisor', ''),
-                'cloud_version': properties.get('cloudVersion', ''),
-                'cloud_type': properties.get('cloudType', ''),
-                'dataplane': properties.get('dataPlane', ''),
-                'network_roles': properties.get('networkRoles', ''),
-                'complex': properties.get('complex', ''),
-                'state': properties.get('state', ''),
-                'country': properties.get('country', ''),
-                'geo_region': properties.get('geoRegion', ''),
-                'exclusivity_groups': properties.get('exclusivityGroups', ''),
-                'replication_role': properties.get('replicationRole', '')
-            }
-        }
-    return cur_policies
-
-
-def gen_zone_policy(vnf_list, zone_policy):
-    """Get zone policies in order to populate the Conductor API call"""
-    cur_policies, related_policies = gen_policy_instance(vnf_list, zone_policy, rtype=None)
-    for p_new, p_main in zip(cur_policies, related_policies):  # add additional fields to each policy
-        pmz = p_main['content']['zoneProperty']
-        p_new[p_main['content']['identity']]['properties'] = {'category': pmz['category'], 'qualifier': pmz['qualifier']}
-    return cur_policies
-
-
-def get_demand_properties(demand, policies):
-    """Get list demand properties objects (named tuples) from policy"""
-    def _get_candidates(candidate_info):
-        return [dict(inventory_type=x['candidateType'], candidate_id=x['candidates']) for x in candidate_info]
-    properties = []
-    for policy in policies:
-        for resourceInstanceType in policy['content']['resourceInstanceType']:
-            if resourceInstanceType in demand['resourceModuleName']:
-                for x in policy['content']['property']:
-                    property = dict(inventory_provider=x['inventoryProvider'], 
-                                    inventory_type=x['inventoryType'],
-                                    service_resource_id=demand['serviceResourceId'])
-                    if 'attributes' in x:
-                        attributes = {}
-                        for k,v in x['attributes'].items():
-                            key=data_mapping.convert(k)
-                            attributes[key] = v
-                            if(key=="model-invariant-id"):
-                                attributes[key]=demand['resourceModelInfo']['modelInvariantId']
-                            elif(key=="model-version-id"):
-                                attributes[key]=demand['resourceModelInfo']['modelVersionId']
-                        property.update({"attributes": attributes})
-                    if x['inventoryType'] == "cloud":
-                        property['region'] = {'get_param': "CHOSEN_REGION"}
-                    if 'exclusionCandidateInfo' in demand:
-                        property['excluded_candidates'] = _get_candidates(demand['exclusionCandidateInfo'])
-                    if 'requiredCandidateInfo' in demand:
-                        property['required_candidates'] = _get_candidates(demand['requiredCandidateInfo'])
-                    properties.append(property)
-    if len(properties) == 0:
-        properties.append(dict(customer_id="", service_type="", inventory_provider="", inventory_type=""))
-    return properties
-
-
-def gen_demands(req_json, vnf_policies):
-    """Generate list of demands based on request and VNF policies
-    :param req_json: Request object from the client (e.g. MSO)
-    :param vnf_policies: Policies associated with demand resources (e.g. from grouped_policies['vnfPolicy'])
-    :return: list of demand parameters to populate the Conductor API call
-    """
-    demand_dictionary = {}
-    for placementDemand in req_json['placementDemand']:
-        demand_dictionary.update({placementDemand['resourceModuleName']: get_demand_properties(placementDemand, vnf_policies)})
-
-    return demand_dictionary