diff options
Diffstat (limited to 'test/apps/pci_optimization')
| -rw-r--r-- | test/apps/pci_optimization/des_result.json | 86 | ||||
| -rw-r--r-- | test/apps/pci_optimization/test_ml_model.py | 87 |
2 files changed, 173 insertions, 0 deletions
diff --git a/test/apps/pci_optimization/des_result.json b/test/apps/pci_optimization/des_result.json new file mode 100644 index 0000000..2083ade --- /dev/null +++ b/test/apps/pci_optimization/des_result.json @@ -0,0 +1,86 @@ +[ + [ + { + "additionalMeasurements": [ + { + "hashMap":{ + "networkId":"plmnid1", + "InterEnbOutAtt_X2HO":"300", + "InterEnbOutSucc_X2HO":"290" + }, + "name":"Chn0004" + }, + { + "hashMap":{ + "InterEnbOutAtt_X2HO":"1000", + "InterEnbOutSucc_X2HO":"170" + }, + "name":"Chn0001" + } + + ] + }, + { + "additionalMeasurements": [ + { + "hashMap":{ + "networkId":"plmnid1", + "InterEnbOutAtt_X2HO":"300", + "InterEnbOutSucc_X2HO":"290" + }, + "name":"Chn0004" + }, + { + "hashMap":{ + "InterEnbOutAtt_X2HO":"250", + "InterEnbOutSucc_X2HO":"170" + }, + "name":"Chn0001" + } + + ] + } + ], + [ + { + "additionalMeasurements": [ + { + "hashMap":{ + "networkId":"plmnid1", + "InterEnbOutAtt_X2HO":"200", + "InterEnbOutSucc_X2HO":"290" + }, + "name":"Chn0007" + }, + { + "hashMap":{ + "InterEnbOutAtt_X2HO":"250", + "InterEnbOutSucc_X2HO":"170" + }, + "name":"Chn0005" + } + + ] + }, + { + "additionalMeasurements": [ + { + "hashMap":{ + "networkId":"plmnid1", + "InterEnbOutAtt_X2HO":"150", + "InterEnbOutSucc_X2HO":"290" + }, + "name":"Chn0007" + }, + { + "hashMap":{ + "InterEnbOutAtt_X2HO":"250", + "InterEnbOutSucc_X2HO":"170" + }, + "name":"Chn0005" + } + + ] + } + ] +]
\ No newline at end of file diff --git a/test/apps/pci_optimization/test_ml_model.py b/test/apps/pci_optimization/test_ml_model.py new file mode 100644 index 0000000..9c617a9 --- /dev/null +++ b/test/apps/pci_optimization/test_ml_model.py @@ -0,0 +1,87 @@ +# ------------------------------------------------------------------------- +# Copyright (C) 2020 Wipro Limited. +# +# 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 +from mock import patch +import unittest +from apps.pci.optimizers.solver.ml_model import MlModel +from osdf.adapters.dcae.des import DESException +import osdf.config.loader as config_loader +from osdf.utils.interfaces import json_from_file +from osdf.utils.programming_utils import DotDict + + +class TestMlModel(unittest.TestCase): + def setUp(self): + self.config_spec = { + "deployment": "config/osdf_config.yaml", + "core": "config/common_config.yaml" + } + self.osdf_config = DotDict(config_loader.all_configs(**self.config_spec)) + + def tearDown(self): + pass + + def test_ml_model(self): + des_result_file = 'test/apps/pci_optimization/des_result.json' + results = json_from_file(des_result_file) + + dzn_data = { + 'NUM_NODES': 4, + 'NUM_PCIS': 4, + 'NUM_NEIGHBORS': 4, + 'NEIGHBORS': [], + 'NUM_SECOND_LEVEL_NEIGHBORS': 1, + 'SECOND_LEVEL_NEIGHBORS': [], + 'PCI_UNCHANGEABLE_CELLS': [], + 'ORIGINAL_PCIS': [] + } + + network_cell_info = { + 'cell_list': [ + { + 'cell_id': 'Chn0001', + 'id': 1, + 'nbr_list': [] + }, + { + 'cell_id': 'Chn0002', + 'id': 2, + 'nbr_list': [] + } + ] + } + self.patcher_req = patch('osdf.adapters.dcae.des.extract_data', side_effect=results) + self.Mock_req = self.patcher_req.start() + mlmodel = MlModel() + mlmodel.get_additional_inputs(dzn_data, network_cell_info) + self.assertEqual(['Chn0001'], dzn_data['PCI_UNCHANGEABLE_CELLS']) + self.patcher_req.stop() + + dzn_data['PCI_UNCHANGEABLE_CELLS'] = [] + self.patcher_req = patch('osdf.adapters.dcae.des.extract_data', side_effect=DESException('error')) + self.Mock_req = self.patcher_req.start() + mlmodel.get_additional_inputs(dzn_data, network_cell_info) + self.assertEqual([], dzn_data['PCI_UNCHANGEABLE_CELLS']) + self.patcher_req.stop() + + self.patcher_req = patch('osdf.adapters.dcae.des.extract_data', return_value=[]) + self.Mock_req = self.patcher_req.start() + mlmodel.get_additional_inputs(dzn_data, network_cell_info) + self.assertEqual([], dzn_data['PCI_UNCHANGEABLE_CELLS']) + self.patcher_req.stop() |