gerrit.onap Code Review - dcaegen2/services.git/blob

   1 /*******************************************************************************
   2  *  ============LICENSE_START=======================================================
   3  *  slice-analysis-ms
   4  *  ================================================================================
   5  *   Copyright (C) 2020-2021 Wipro Limited.
   6  *   ==============================================================================
   7  *     Licensed under the Apache License, Version 2.0 (the "License");
   8  *     you may not use this file except in compliance with the License.
   9  *     You may obtain a copy of the License at
  10  *
  11  *          http://www.apache.org/licenses/LICENSE-2.0
  12  *
  13  *     Unless required by applicable law or agreed to in writing, software
  14  *     distributed under the License is distributed on an "AS IS" BASIS,
  15  *     WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  16  *     See the License for the specific language governing permissions and
  17  *     limitations under the License.
  18  *     ============LICENSE_END=========================================================
  19  *
  20  *******************************************************************************/
  21 package org.onap.slice.analysis.ms.service;
  22
  23 import java.util.ArrayList;
  24 import java.util.HashMap;
  25 import java.util.Iterator;
  26 import java.util.List;
  27 import java.util.Map;
  28 import java.util.Objects;
  29
  30 import javax.annotation.PostConstruct;
  31
  32 import org.onap.slice.analysis.ms.configdb.AaiInterface;
  33 import org.onap.slice.analysis.ms.configdb.CpsInterface;
  34 import org.onap.slice.analysis.ms.configdb.IConfigDbService;
  35 import org.onap.slice.analysis.ms.models.Configuration;
  36 import org.onap.slice.analysis.ms.models.MeasurementObject;
  37 import org.onap.slice.analysis.ms.models.SubCounter;
  38 import org.onap.slice.analysis.ms.models.policy.AdditionalProperties;
  39 import org.slf4j.Logger;
  40 import org.slf4j.LoggerFactory;
  41 import org.springframework.beans.factory.annotation.Autowired;
  42 import org.springframework.context.annotation.Scope;
  43 import org.springframework.stereotype.Component;
  44
  45 /**
  46  * This class process the measurement data of an S-NSSAI
  47  */
  48 @Component
  49 @Scope("prototype")
  50 public class SnssaiSamplesProcessor {
  51         private static Logger log = LoggerFactory.getLogger(SnssaiSamplesProcessor.class);
  52
  53         @Autowired
  54         private PolicyService policyService;
  55
  56         @Autowired
  57         private IConfigDbService configDbService;
  58
  59         @Autowired
  60         private PmDataQueue pmDataQueue;
  61
  62         @Autowired
  63         private AverageCalculator averageCalculator;
  64
  65         @Autowired
  66         private AaiInterface aaiInterface;
  67
  68         @Autowired
  69         private CpsInterface cpsInterface;
  70
  71         private List<MeasurementObject> snssaiMeasurementList = new ArrayList<>();
  72         private Map<String, List<String>> ricToCellMapping = new HashMap<>();
  73         private Map<String, Map<String, Integer>> ricToPrbsMapping = new HashMap<>();
  74         private Map<String, Map<String, Integer>> ricToThroughputMapping = new HashMap<>();
  75         private int noOfSamples;
  76         private List<String> pmsToCompute;
  77         private Map<String, String> prbThroughputMapping = new HashMap<>();
  78         private int minPercentageChange;
  79
  80         @PostConstruct
  81         public void init() {
  82                 Configuration configuration = Configuration.getInstance();
  83                 noOfSamples = configuration.getSamples();
  84                 pmsToCompute = new ArrayList<>();
  85                 pmsToCompute.add("PrbUsedDl");
  86                 pmsToCompute.add("PrbUsedUl");
  87                 prbThroughputMapping = new HashMap<>();
  88                 prbThroughputMapping.put("PrbUsedDl", "dLThptPerSlice");
  89                 prbThroughputMapping.put("PrbUsedUl", "uLThptPerSlice");
  90                 minPercentageChange = configuration.getMinPercentageChange();
  91         }
  92
  93         /**
  94          * process the measurement data of an S-NSSAI
  95          */
  96         public boolean processSamplesOfSnnsai(String snssai, List<String> networkFunctions) {
  97                 Boolean isConfigDbEnabled = (Objects.isNull(Configuration.getInstance().getConfigDbEnabled())) ? true
  98                                 : Configuration.getInstance().getConfigDbEnabled();
  99                 List<MeasurementObject> sample = null;
 100                 List<List<MeasurementObject>> samples = null;
 101                 Map<String, String> serviceDetails =null;
 102                 log.info("Network Functions {} of snssai {}", networkFunctions, snssai);
 103                 for (String nf : networkFunctions) {
 104                         log.debug("Average of samples for {}:", snssai);
 105                         samples = pmDataQueue.getSamplesFromQueue(new SubCounter(nf, snssai), noOfSamples);
 106                         if (samples != null) {
 107                                 sample = averageCalculator.findAverageOfSamples(samples);
 108                                 addToMeasurementList(sample);
 109                         } else {
 110                                 log.info("Not enough samples present for nf {}", nf);
 111                                 return false;
 112                         }
 113                 }
 114                 log.info("snssai measurement list {}", snssaiMeasurementList);
 115                 Map<String, Map<String, Object>> ricConfiguration;
 116                 Map<String, Integer> sliceConfiguration;
 117                 if (isConfigDbEnabled) {
 118                         ricToCellMapping = configDbService.fetchRICsOfSnssai(snssai);
 119                         ricConfiguration = configDbService.fetchCurrentConfigurationOfRIC(snssai);
 120                         sliceConfiguration = configDbService.fetchCurrentConfigurationOfSlice(snssai);
 121                         serviceDetails = configDbService.fetchServiceDetails(snssai);
 122                 } else {
 123                         ricToCellMapping = cpsInterface.fetchRICsOfSnssai(snssai);
 124                         ricConfiguration = cpsInterface.fetchCurrentConfigurationOfRIC(snssai);
 125                         serviceDetails = aaiInterface.fetchServiceDetails(snssai);
 126                         sliceConfiguration = aaiInterface.fetchCurrentConfigurationOfSlice(snssai);
 127                 }
 128                 log.info("RIC to Cell Mapping for {} S-NSSAI: {}", snssai, ricToCellMapping);
 129                 log.info("RIC Configuration {} and Slice Configuration {}", ricConfiguration, sliceConfiguration);
 130                 pmsToCompute.forEach(pm -> {
 131                         log.debug("processing for pm {}", pm);
 132                         sumOfPrbsAcrossCells(pm);
 133                         int sum = computeSum(pm);
 134                         computeThroughput(sliceConfiguration, sum, pm);
 135                         calculatePercentageChange(ricConfiguration, prbThroughputMapping.get(pm));
 136                 });
 137                 updateConfiguration();
 138                 if (ricToThroughputMapping.size() > 0) {
 139                         AdditionalProperties<Map<String,  List<Map<String, Integer>>>> addProps = new AdditionalProperties<>();
 140                         addProps.setResourceConfig(getChangedRIConfigFormat(ricToThroughputMapping));
 141                         policyService.sendOnsetMessageToPolicy(snssai, addProps, serviceDetails);
 142                 }
 143                 return true;
 144         }
 145
 146         /**
 147          * change the RICConfig data format to be compatible with SDN-R
 148          */
 149         protected Map<String, List<Map<String, Integer>>> getChangedRIConfigFormat(
 150                         Map<String, Map<String, Integer>> ricToThroughputMapping) {
 151                 Iterator<Map.Entry<String, Map<String, Integer>>> it = ricToThroughputMapping.entrySet().iterator();
 152                 Map.Entry<String, Map<String, Integer>> entry = null;
 153                 List<Map<String, Integer>> ricConfigList = new ArrayList<>();
 154                 Map<String, List<Map<String, Integer>>> ricConfigData = new HashMap<>();
 155                 while (it.hasNext()) {
 156                         Map<String, Integer> newConfigMap = new HashMap<>();
 157                         entry = it.next();
 158                         newConfigMap = entry.getValue();
 159                         newConfigMap.put("nearRTRICId", Integer.parseInt(entry.getKey()));
 160                         ricConfigList.add(newConfigMap);
 161                 }
 162                 ricConfigData.put("data", ricConfigList);
 163                 return ricConfigData;
 164         }
 165
 166         /**
 167          * process the measurement data of an S-NSSAI
 168          */
 169         protected void updateConfiguration() {
 170                 Iterator<Map.Entry<String, Map<String, Integer>>> it = ricToThroughputMapping.entrySet().iterator();
 171                 Map.Entry<String, Map<String, Integer>> entry = null;
 172                 while (it.hasNext()) {
 173                         entry = it.next();
 174                         if (entry.getValue().size() == 0) {
 175                                 it.remove();
 176                         }
 177                 }
 178         }
 179
 180         private void addToMeasurementList(List<MeasurementObject> sample) {
 181                 snssaiMeasurementList.addAll(sample);
 182         }
 183
 184         /**
 185          * Calculate the change in the configuration value and keep the configuration
 186          * only if it is greater than a specific limit
 187          */
 188          protected void calculatePercentageChange(Map<String, Map<String, Object>> ricConfiguration, String pm) {
 189                 Iterator<Map.Entry<String, Map<String, Integer>>> it = ricToThroughputMapping.entrySet().iterator();
 190                 Map.Entry<String, Map<String, Integer>> entry = null;
 191                 float existing = 0;
 192                 float change = 0;
 193                 while (it.hasNext()) {
 194                         entry = it.next();
 195                         existing = (float) ((int) ricConfiguration.get(entry.getKey()).get(pm));
 196                         change = ((Math.abs(entry.getValue().get(pm) - existing)) / existing) * 100;
 197                         if (change <= minPercentageChange) {
 198                                 ricToThroughputMapping.get(entry.getKey()).remove(pm);
 199                                 log.info("Removing pm data {} for RIC {}", pm, entry.getKey());
 200                         }
 201                 }
 202         }
 203
 204         protected void sumOfPrbsAcrossCells(String pmName) {
 205                 ricToCellMapping.forEach((ric, cells) -> {
 206                         int sumOfPrbs = 0;
 207                         for (String cell : cells) {
 208                                 int index = MeasurementObject.findIndex(cell, snssaiMeasurementList);
 209                                 sumOfPrbs += snssaiMeasurementList.get(index).getPmData().get(pmName);
 210                         }
 211                         if (ricToPrbsMapping.containsKey(ric)) {
 212                                 ricToPrbsMapping.get(ric).put(pmName, sumOfPrbs);
 213                         } else {
 214                                 Map<String, Integer> pmToPrbMapping = new HashMap<>();
 215                                 pmToPrbMapping.put(pmName, sumOfPrbs);
 216                                 ricToPrbsMapping.put(ric, pmToPrbMapping);
 217                         }
 218                 });
 219                 log.info("PRBs sum computed for RIC {}", ricToPrbsMapping);
 220         }
 221
 222         protected Integer computeSum(String pm) {
 223                 return ricToPrbsMapping.entrySet().stream().map(x -> x.getValue().get(pm)).reduce(0, Integer::sum);
 224         }
 225
 226         protected void computeThroughput(Map<String, Integer> sliceConfiguration, int sum, String pm) {
 227                 Iterator<Map.Entry<String, Map<String, Integer>>> it = ricToPrbsMapping.entrySet().iterator();
 228                 Map.Entry<String, Map<String, Integer>> entry = null;
 229                 Map<String, Integer> throughtputMap = null;
 230                 String ric = "";
 231                 int value = 0;
 232                 while (it.hasNext()) {
 233                         entry = it.next();
 234                         ric = entry.getKey();
 235                         value = Math.round(((float) entry.getValue().get(pm) / sum)
 236                                         * (float) sliceConfiguration.get(prbThroughputMapping.get(pm)));
 237                         if (ricToThroughputMapping.containsKey(ric)) {
 238                                 ricToThroughputMapping.get(ric).put(prbThroughputMapping.get(pm), value);
 239                         } else {
 240                                 throughtputMap = new HashMap<>();
 241                                 throughtputMap.put(prbThroughputMapping.get(pm), value);
 242                                 ricToThroughputMapping.put(ric, throughtputMap);
 243                         }
 244                 }
 245                 log.info("Throughput computed for RIC {}", ricToThroughputMapping);
 246         }
 247
 248 }