Fetch multiple samples.

CHANGELOG.md

@@ -2,6 +2,9 @@
 
 All notable changes to this project will be documented in this file.
 
+## [1.4.1] - 2011-12-xx
+- Retrieve multiple PCM samples and keep track of processed samples.
+
 ## [1.4.0] - 2011-12-01
 - Rewrite of toml+xml+json de-serialization code (uses jackson now).
 - Changes to configuration file format - please look at [doc/hmci.toml](doc/hmci.toml) as example.
@@ -24,6 +27,7 @@ All notable changes to this project will be documented in this file.
 ## [1.2.7] - 2022-02-24
 - Options to include/exclude Managed Systems and/or Logical Partitions.
 
+[1.4.1]: https://bitbucket.org/mnellemann/hmci/branches/compare/v1.4.1%0Dv1.4.0
 [1.4.0]: https://bitbucket.org/mnellemann/hmci/branches/compare/v1.4.0%0Dv1.3.3
 [1.3.3]: https://bitbucket.org/mnellemann/hmci/branches/compare/v1.3.3%0Dv1.3.0
 [1.3.0]: https://bitbucket.org/mnellemann/hmci/branches/compare/v1.3.0%0Dv1.2.8

TODO.md

@@ -0,0 +1,8 @@
+# TODO
+
+In *ManagementConsole run()* - should we try to sleep up until the closest 30/sec interval to get most fresh data?
+Or should we get more data-samples and keep track of which we have processed already ?  And then sleep for shorter times.
+
+Set how many samples to ask for and process.
+Loop samples.
+Keep track of sample status and if they are processed.

doc/dashboards/HMCi - Power LPAR Overview.json

@@ -2,7 +2,7 @@
   "__inputs": [
     {
       "name": "DS_HMCI",
-      "label": "hmci",
+      "label": "Database",
       "description": "",
       "type": "datasource",
       "pluginId": "influxdb",
@@ -2712,4 +2712,4 @@
   "uid": "Xl7oHESGz",
   "version": 4,
   "weekStart": ""
-}
+}

doc/dashboards/HMCi - Power LPAR Utilization.json

@@ -2,7 +2,7 @@
   "__inputs": [
     {
       "name": "DS_INFLUXDB",
-      "label": "InfluxDB",
+      "label": "Database",
       "description": "",
       "type": "datasource",
       "pluginId": "influxdb",
@@ -699,4 +699,4 @@
   "uid": "jFsbpTH4k",
   "version": 4,
   "weekStart": ""
-}
+}

doc/dashboards/HMCi - Power System Energy.json

@@ -2,7 +2,7 @@
   "__inputs": [
     {
       "name": "DS_HMCI",
-      "label": "hmci",
+      "label": "Database",
       "description": "",
       "type": "datasource",
       "pluginId": "influxdb",
@@ -914,4 +914,4 @@
   "uid": "oHcrgD1Mk",
   "version": 2,
   "weekStart": ""
-}
+}

doc/dashboards/HMCi - Power System Overview.json

@@ -2,7 +2,7 @@
   "__inputs": [
     {
       "name": "DS_HMCI",
-      "label": "hmci",
+      "label": "Database",
       "description": "",
       "type": "datasource",
       "pluginId": "influxdb",
@@ -1892,4 +1892,4 @@
   "uid": "ClJhHPIGz",
   "version": 3,
   "weekStart": ""
-}
+}

doc/dashboards/HMCi - Power System Utilization.json

@@ -2,7 +2,7 @@
   "__inputs": [
     {
       "name": "DS_INFLUXDB",
-      "label": "InfluxDB",
+      "label": "Database",
       "description": "",
       "type": "datasource",
       "pluginId": "influxdb",

doc/dashboards/HMCi - Power VIO Overview.json

@@ -2,7 +2,7 @@
   "__inputs": [
     {
       "name": "DS_HMCI",
-      "label": "hmci",
+      "label": "Database",
       "description": "",
       "type": "datasource",
       "pluginId": "influxdb",
@@ -1788,4 +1788,4 @@
   "uid": "DDNEv5vGz",
   "version": 2,
   "weekStart": ""
-}
+}

doc/dashboards/HMCi - Power VIO Utilization.json

@@ -2,7 +2,7 @@
   "__inputs": [
     {
       "name": "DS_INFLUXDB",
-      "label": "InfluxDB",
+      "label": "Database",
       "description": "",
       "type": "datasource",
       "pluginId": "influxdb",
@@ -939,4 +939,4 @@
   "uid": "DDNEv5vGy",
   "version": 10,
   "weekStart": ""
-}
+}

gradle.properties

@@ -1,3 +1,3 @@
 projectId               = hmci
 projectGroup            = biz.nellemann.hmci
-projectVersion          = 1.4.0
+projectVersion          = 1.4.1

src/main/java/biz/nellemann/hmci/InfluxClient.java

@@ -97,54 +97,45 @@ public final class InfluxClient {
     }
 
 
-    public void write(List<Measurement> measurements, Instant timestamp, String measurement) {
+    public void write(List<Measurement> measurements, Instant timestamp, String name) {
-        log.debug("write() - measurement: {} {}", measurement, measurements.size());
+        log.debug("write() - measurement: {} {}", name, measurements.size());
-        processMeasurementMap(measurements, timestamp, measurement).forEach( (point) -> { influxDB.write(point); });
+        processMeasurementMap(measurements, timestamp, name).forEach( (point) -> { influxDB.write(point); });
     }
 
 
-    private List<Point> processMeasurementMap(List<Measurement> measurements, Instant timestamp, String measurement) {
+    public void write(List<Measurement> measurements, String name) {
+        log.debug("write() - measurement: {} {}", name, measurements.size());
+        processMeasurementMap(measurements, name).forEach( (point) -> { influxDB.write(point); });
+    }
+
+
+    private List<Point> processMeasurementMap(List<Measurement> measurements, Instant timestamp, String name) {
         List<Point> listOfPoints = new ArrayList<>();
         measurements.forEach( (m) -> {
 
-            Point.Builder builder = Point.measurement(measurement)
+            Point.Builder builder = Point.measurement(name)
                 .time(timestamp.toEpochMilli(), TimeUnit.MILLISECONDS)
                 .tag(m.tags)
                 .fields(m.fields);
 
-/*
-            // Iterate fields
-            m.fields.forEach((fieldName, fieldValue) ->  {
-
-                log.info("processMeasurementMap() {} - fieldName: {}, fieldValue: {}", measurement, fieldName, fieldValue);
-                if(fieldValue instanceof Number) {
-                    Number num = (Number) fieldValue;
-                    builder.addField(fieldName, num);
-                } else if(fieldValue instanceof Boolean) {
-                    Boolean bol = (Boolean) fieldValue;
-                    builder.addField(fieldName, bol);
-                } else {
-                    String str = (String) fieldValue;
-                    builder.addField(fieldName, str);
-                }
-            });
-
-            // Iterate sorted tags
-            Map<String, String> sortedTags = new TreeMap<>(m.tags);
-            sortedTags.forEach((tagName, tagValue) -> {
-                log.info("processMeasurementMap() {} - tagName: {}, tagValue: {}", measurement, tagName, tagValue);
-                builder.tag(tagName, tagValue);
-            });
-*/
-            /*
-            if(m.fields.size() > 0 && m.tags.size() > 0) {
-                listOfPoints.add(builderbuilder.build());
-            }*/
-
             listOfPoints.add(builder.build());
         });
 
         return listOfPoints;
     }
 
+
+    private List<Point> processMeasurementMap(List<Measurement> measurements, String name) {
+        List<Point> listOfPoints = new ArrayList<>();
+        measurements.forEach( (m) -> {
+            log.trace("processMeasurementMap() - timestamp: {}, tags: {}, fields: {}", m.timestamp, m.tags, m.fields);
+            Point.Builder builder = Point.measurement(name)
+                .time(m.timestamp.toEpochMilli(), TimeUnit.MILLISECONDS)
+                .tag(m.tags)
+                .fields(m.fields);
+            listOfPoints.add(builder.build());
+        });
+        return listOfPoints;
+    }
+
 }

src/main/java/biz/nellemann/hmci/LogicalPartition.java

@@ -36,8 +36,10 @@ class LogicalPartition extends Resource {
     private final static Logger log = LoggerFactory.getLogger(LogicalPartition.class);
 
     private final RestClient restClient;
+    private final InfluxClient influxClient;
     private final ManagedSystem managedSystem;
 
+
     protected String id;
     protected String name;
     protected LogicalPartitionEntry entry;
@@ -45,9 +47,10 @@ class LogicalPartition extends Resource {
     private String uriPath;
 
 
-    public LogicalPartition(RestClient restClient, String href, ManagedSystem managedSystem) throws URISyntaxException {
+    public LogicalPartition(RestClient restClient, InfluxClient influxClient, String href, ManagedSystem managedSystem) throws URISyntaxException {
         log.debug("LogicalPartition() - {}", href);
         this.restClient = restClient;
+        this.influxClient = influxClient;
         this.managedSystem = managedSystem;
         try {
             URI uri = new URI(href);
@@ -99,9 +102,9 @@ class LogicalPartition extends Resource {
 
     public void refresh() {
 
-        log.debug("refresh()");
+        log.debug("refresh() - {}", name);
         try {
-            String xml = restClient.getRequest(String.format("/rest/api/pcm/ManagedSystem/%s/LogicalPartition/%s/ProcessedMetrics?NoOfSamples=1", managedSystem.id, id));
+            String xml = restClient.getRequest(String.format("/rest/api/pcm/ManagedSystem/%s/LogicalPartition/%s/ProcessedMetrics?NoOfSamples=%d", managedSystem.id, id, currentNumberOfSamples));
 
             // Do not try to parse empty response
             if(xml == null || xml.length() <= 1) {
@@ -134,9 +137,22 @@ class LogicalPartition extends Resource {
     }
 
 
+    @Override
+    public void process(int sample) {
+        log.debug("process() - {} - sample: {}", name, sample);
+
+        influxClient.write(getDetails(sample),"lpar_details");
+        influxClient.write(getMemoryMetrics(sample),"lpar_memory");
+        influxClient.write(getProcessorMetrics(sample),"lpar_processor");
+        influxClient.write(getSriovLogicalPorts(sample),"lpar_net_sriov");
+        influxClient.write(getVirtualEthernetAdapterMetrics(sample),"lpar_net_virtual");
+        influxClient.write(getVirtualGenericAdapterMetrics(sample),"lpar_storage_virtual");
+        influxClient.write(getVirtualFibreChannelAdapterMetrics(sample),"lpar_storage_vFC");
+    }
+
 
     // LPAR Details
-    List<Measurement> getDetails() {
+    List<Measurement> getDetails(int sample) {
 
         List<Measurement> list = new ArrayList<>();
 
@@ -148,14 +164,14 @@ class LogicalPartition extends Resource {
             tagsMap.put("lparname", entry.getName());
             log.trace("getDetails() - tags: " + tagsMap);
 
-            fieldsMap.put("id", metric.getSample().lparsUtil.id);
+            fieldsMap.put("id", metric.getSample(sample).lparsUtil.id);
-            fieldsMap.put("type", metric.getSample().lparsUtil.type);
+            fieldsMap.put("type", metric.getSample(sample).lparsUtil.type);
-            fieldsMap.put("state", metric.getSample().lparsUtil.state);
+            fieldsMap.put("state", metric.getSample(sample).lparsUtil.state);
-            fieldsMap.put("osType", metric.getSample().lparsUtil.osType);
+            fieldsMap.put("osType", metric.getSample(sample).lparsUtil.osType);
-            fieldsMap.put("affinityScore", metric.getSample().lparsUtil.affinityScore);
+            fieldsMap.put("affinityScore", metric.getSample(sample).lparsUtil.affinityScore);
             log.trace("getDetails() - fields: " + fieldsMap);
 
-            list.add(new Measurement(tagsMap, fieldsMap));
+            list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
         } catch (Exception e) {
             log.warn("getDetails() - error: {}", e.getMessage());
         }
@@ -165,7 +181,7 @@ class LogicalPartition extends Resource {
 
 
     // LPAR Memory
-    List<Measurement> getMemoryMetrics() {
+    List<Measurement> getMemoryMetrics(int sample) {
 
         List<Measurement> list = new ArrayList<>();
 
@@ -177,11 +193,11 @@ class LogicalPartition extends Resource {
             tagsMap.put("lparname", entry.getName());
             log.trace("getMemoryMetrics() - tags: " + tagsMap);
 
-            fieldsMap.put("logicalMem", metric.getSample().lparsUtil.memory.logicalMem);
+            fieldsMap.put("logicalMem", metric.getSample(sample).lparsUtil.memory.logicalMem);
-            fieldsMap.put("backedPhysicalMem", metric.getSample().lparsUtil.memory.backedPhysicalMem);
+            fieldsMap.put("backedPhysicalMem", metric.getSample(sample).lparsUtil.memory.backedPhysicalMem);
             log.trace("getMemoryMetrics() - fields: " + fieldsMap);
 
-            list.add(new Measurement(tagsMap, fieldsMap));
+            list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
         } catch (Exception e) {
             log.warn("getMemoryMetrics() - error: {}", e.getMessage());
         }
@@ -190,7 +206,7 @@ class LogicalPartition extends Resource {
 
 
     // LPAR Processor
-    List<Measurement> getProcessorMetrics() {
+    List<Measurement> getProcessorMetrics(int sample) {
 
         List<Measurement> list = new ArrayList<>();
 
@@ -202,23 +218,23 @@ class LogicalPartition extends Resource {
             tagsMap.put("lparname", entry.getName());
             log.trace("getProcessorMetrics() - tags: " + tagsMap);
 
-            fieldsMap.put("utilizedProcUnits", metric.getSample().lparsUtil.processor.utilizedProcUnits);
+            fieldsMap.put("utilizedProcUnits", metric.getSample(sample).lparsUtil.processor.utilizedProcUnits);
-            fieldsMap.put("entitledProcUnits", metric.getSample().lparsUtil.processor.entitledProcUnits);
+            fieldsMap.put("entitledProcUnits", metric.getSample(sample).lparsUtil.processor.entitledProcUnits);
-            fieldsMap.put("donatedProcUnits", metric.getSample().lparsUtil.processor.donatedProcUnits);
+            fieldsMap.put("donatedProcUnits", metric.getSample(sample).lparsUtil.processor.donatedProcUnits);
-            fieldsMap.put("idleProcUnits", metric.getSample().lparsUtil.processor.idleProcUnits);
+            fieldsMap.put("idleProcUnits", metric.getSample(sample).lparsUtil.processor.idleProcUnits);
-            fieldsMap.put("maxProcUnits", metric.getSample().lparsUtil.processor.maxProcUnits);
+            fieldsMap.put("maxProcUnits", metric.getSample(sample).lparsUtil.processor.maxProcUnits);
-            fieldsMap.put("maxVirtualProcessors", metric.getSample().lparsUtil.processor.maxVirtualProcessors);
+            fieldsMap.put("maxVirtualProcessors", metric.getSample(sample).lparsUtil.processor.maxVirtualProcessors);
-            fieldsMap.put("currentVirtualProcessors", metric.getSample().lparsUtil.processor.currentVirtualProcessors);
+            fieldsMap.put("currentVirtualProcessors", metric.getSample(sample).lparsUtil.processor.currentVirtualProcessors);
-            fieldsMap.put("utilizedCappedProcUnits", metric.getSample().lparsUtil.processor.utilizedCappedProcUnits);
+            fieldsMap.put("utilizedCappedProcUnits", metric.getSample(sample).lparsUtil.processor.utilizedCappedProcUnits);
-            fieldsMap.put("utilizedUncappedProcUnits", metric.getSample().lparsUtil.processor.utilizedUncappedProcUnits);
+            fieldsMap.put("utilizedUncappedProcUnits", metric.getSample(sample).lparsUtil.processor.utilizedUncappedProcUnits);
-            fieldsMap.put("timePerInstructionExecution", metric.getSample().lparsUtil.processor.timeSpentWaitingForDispatch);
+            fieldsMap.put("timePerInstructionExecution", metric.getSample(sample).lparsUtil.processor.timeSpentWaitingForDispatch);
-            fieldsMap.put("timeSpentWaitingForDispatch", metric.getSample().lparsUtil.processor.timePerInstructionExecution);
+            fieldsMap.put("timeSpentWaitingForDispatch", metric.getSample(sample).lparsUtil.processor.timePerInstructionExecution);
-            fieldsMap.put("mode", metric.getSample().lparsUtil.processor.mode);
+            fieldsMap.put("mode", metric.getSample(sample).lparsUtil.processor.mode);
-            fieldsMap.put("weight", metric.getSample().lparsUtil.processor.weight);
+            fieldsMap.put("weight", metric.getSample(sample).lparsUtil.processor.weight);
-            fieldsMap.put("poolId", metric.getSample().lparsUtil.processor.poolId);
+            fieldsMap.put("poolId", metric.getSample(sample).lparsUtil.processor.poolId);
             log.trace("getProcessorMetrics() - fields: " + fieldsMap);
 
-            list.add(new Measurement(tagsMap, fieldsMap));
+            list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
         } catch (Exception e) {
             log.warn("getProcessorMetrics() - error: {}", e.getMessage());
         }
@@ -228,12 +244,12 @@ class LogicalPartition extends Resource {
 
 
     // LPAR Network - Virtual
-    List<Measurement> getVirtualEthernetAdapterMetrics() {
+    List<Measurement> getVirtualEthernetAdapterMetrics(int sample) {
 
         List<Measurement> list = new ArrayList<>();
 
         try {
-            metric.getSample().lparsUtil.network.virtualEthernetAdapters.forEach(adapter -> {
+            metric.getSample(sample).lparsUtil.network.virtualEthernetAdapters.forEach(adapter -> {
 
                 HashMap<String, String> tagsMap = new HashMap<>();
                 HashMap<String, Object> fieldsMap = new HashMap<>();
@@ -262,7 +278,7 @@ class LogicalPartition extends Resource {
                 fieldsMap.put("sharedEthernetAdapterId", adapter.sharedEthernetAdapterId);
                 log.trace("getVirtualEthernetAdapterMetrics() - fields: " + fieldsMap);
 
-                list.add(new Measurement(tagsMap, fieldsMap));
+                list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
             });
         } catch (Exception e) {
             log.warn("getVirtualEthernetAdapterMetrics() - error: {}", e.getMessage());
@@ -273,12 +289,12 @@ class LogicalPartition extends Resource {
 
 
     // LPAR Storage - Virtual Generic
-    List<Measurement> getVirtualGenericAdapterMetrics() {
+    List<Measurement> getVirtualGenericAdapterMetrics(int sample) {
 
         List<Measurement> list = new ArrayList<>();
 
         try {
-            metric.getSample().lparsUtil.storage.genericVirtualAdapters.forEach(adapter -> {
+            metric.getSample(sample).lparsUtil.storage.genericVirtualAdapters.forEach(adapter -> {
 
                 HashMap<String, String> tagsMap = new HashMap<>();
                 HashMap<String, Object> fieldsMap = new HashMap<>();
@@ -297,7 +313,7 @@ class LogicalPartition extends Resource {
                 fieldsMap.put("type", adapter.type);
                 log.trace("getVirtualGenericAdapterMetrics() - fields: " + fieldsMap);
 
-                list.add(new Measurement(tagsMap, fieldsMap));
+                list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
             });
         } catch (Exception e) {
             log.warn("getVirtualGenericAdapterMetrics() - error: {}", e.getMessage());
@@ -308,12 +324,12 @@ class LogicalPartition extends Resource {
     }
 
     // LPAR Storage - Virtual FC
-    List<Measurement> getVirtualFibreChannelAdapterMetrics() {
+    List<Measurement> getVirtualFibreChannelAdapterMetrics(int sample) {
 
         List<Measurement> list = new ArrayList<>();
 
         try {
-            metric.getSample().lparsUtil.storage.virtualFiberChannelAdapters.forEach(adapter -> {
+            metric.getSample(sample).lparsUtil.storage.virtualFiberChannelAdapters.forEach(adapter -> {
 
                 HashMap<String, String> tagsMap = new HashMap<>();
                 HashMap<String, Object> fieldsMap = new HashMap<>();
@@ -330,10 +346,9 @@ class LogicalPartition extends Resource {
                 fieldsMap.put("readBytes", adapter.readBytes);
                 fieldsMap.put("runningSpeed", adapter.runningSpeed);
                 fieldsMap.put("transmittedBytes", adapter.transmittedBytes);
-                fieldsMap.put("transferredByte", adapter.transmittedBytes); // TODO: Must be error in dashboard, remove when checked.
                 log.trace("getVirtualFibreChannelAdapterMetrics() - fields: " + fieldsMap);
 
-                list.add(new Measurement(tagsMap, fieldsMap));
+                list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
             });
         } catch (Exception e) {
             log.warn("getVirtualFibreChannelAdapterMetrics() - error: {}", e.getMessage());
@@ -344,12 +359,12 @@ class LogicalPartition extends Resource {
 
 
     // LPAR Network - SR-IOV Logical Ports
-    List<Measurement> getSriovLogicalPorts() {
+    List<Measurement> getSriovLogicalPorts(int sample) {
 
         List<Measurement> list = new ArrayList<>();
 
         try {
-            metric.getSample().lparsUtil.network.sriovLogicalPorts.forEach(port -> {
+            metric.getSample(sample).lparsUtil.network.sriovLogicalPorts.forEach(port -> {
 
                 HashMap<String, String> tagsMap = new HashMap<>();
                 HashMap<String, Object> fieldsMap = new HashMap<>();
@@ -370,7 +385,7 @@ class LogicalPartition extends Resource {
                 fieldsMap.put("errorOut", port.errorOut);
                 log.trace("getSriovLogicalPorts() - fields: " + fieldsMap);
 
-                list.add(new Measurement(tagsMap, fieldsMap));
+                list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
             });
         } catch (Exception e) {
             log.warn("getSriovLogicalPorts() - error: {}", e.getMessage());
@@ -378,4 +393,6 @@ class LogicalPartition extends Resource {
 
         return list;
     }
+
+
 }

src/main/java/biz/nellemann/hmci/ManagedSystem.java

@@ -17,8 +17,6 @@ package biz.nellemann.hmci;
 
 import biz.nellemann.hmci.dto.xml.*;
 import com.fasterxml.jackson.core.JsonParseException;
-import com.fasterxml.jackson.core.JsonProcessingException;
-import com.fasterxml.jackson.databind.SerializationFeature;
 import com.fasterxml.jackson.dataformat.xml.XmlMapper;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -39,6 +37,8 @@ class ManagedSystem extends Resource {
     private List<String> includePartitions = new ArrayList<>();
 
     private final RestClient restClient;
+    private final InfluxClient influxClient;
+
 
     protected ManagedSystemEntry entry;
 
@@ -52,9 +52,10 @@ class ManagedSystem extends Resource {
     public String id;
 
 
-    public ManagedSystem(RestClient restClient, String href) {
+    public ManagedSystem(RestClient restClient, InfluxClient influxClient, String href) {
         log.debug("ManagedSystem() - {}", href);
         this.restClient = restClient;
+        this.influxClient = influxClient;
         try {
             URI uri = new URI(href);
             uriPath = uri.getPath();
@@ -89,6 +90,7 @@ class ManagedSystem extends Resource {
             setPcmPreference();
         }
 
+        systemEnergy = new SystemEnergy(restClient, influxClient, this);
     }
 
 
@@ -122,7 +124,7 @@ class ManagedSystem extends Resource {
 
             logicalPartitions.clear();
             for (Link link : this.entry.getAssociatedLogicalPartitions()) {
-                LogicalPartition logicalPartition = new LogicalPartition(restClient, link.getHref(), this);
+                LogicalPartition logicalPartition = new LogicalPartition(restClient, influxClient, link.getHref(), this);
                 logicalPartition.discover();
                 if(Objects.equals(logicalPartition.entry.partitionState, "running")) {
                     // Check exclude / include
@@ -152,9 +154,9 @@ class ManagedSystem extends Resource {
 
     public void refresh() {
 
-        log.debug("refresh()");
+        log.debug("refresh() - {}", name);
         try {
-            String xml = restClient.getRequest(String.format("/rest/api/pcm/ManagedSystem/%s/ProcessedMetrics?NoOfSamples=1", id));
+            String xml = restClient.getRequest(String.format("/rest/api/pcm/ManagedSystem/%s/ProcessedMetrics?NoOfSamples=%d", id, currentNumberOfSamples));
 
             // Do not try to parse empty response
             if(xml == null || xml.length() <= 1) {
@@ -180,6 +182,12 @@ class ManagedSystem extends Resource {
                 }
             });
 
+            if(systemEnergy != null) {
+                systemEnergy.refresh();
+            }
+
+            logicalPartitions.forEach(LogicalPartition::refresh);
+
         } catch (JsonParseException e) {
             log.warn("refresh() - parse error for: {}", name);
             metric = null;
@@ -190,6 +198,38 @@ class ManagedSystem extends Resource {
 
     }
 
+
+    @Override
+    public void process(int sample) {
+
+        log.debug("process() - {} - sample: {}", name, sample);
+
+        influxClient.write(getDetails(sample),"server_details");
+        influxClient.write(getMemoryMetrics(sample),"server_memory");
+        influxClient.write(getProcessorMetrics(sample), "server_processor");
+        influxClient.write(getPhysicalProcessorPool(sample),"server_physicalProcessorPool");
+        influxClient.write(getSharedProcessorPools(sample),"server_sharedProcessorPool");
+        if(systemEnergy != null) {
+            systemEnergy.process();
+        }
+
+        influxClient.write(getVioDetails(sample),"vios_details");
+        influxClient.write(getVioProcessorMetrics(sample),"vios_processor");
+        influxClient.write(getVioMemoryMetrics(sample),"vios_memory");
+        influxClient.write(getVioNetworkLpars(sample),"vios_network_lpars");
+        influxClient.write(getVioNetworkVirtualAdapters(sample),"vios_network_virtual");
+        influxClient.write(getVioNetworkSharedAdapters(sample),"vios_network_shared");
+        influxClient.write(getVioNetworkGenericAdapters(sample),"vios_network_generic");
+        influxClient.write(getVioStorageLpars(sample),"vios_storage_lpars");
+        influxClient.write(getVioStorageFiberChannelAdapters(sample),"vios_storage_FC");
+        influxClient.write(getVioStorageVirtualAdapters(sample),"vios_storage_vFC");
+        influxClient.write(getVioStoragePhysicalAdapters(sample),"vios_storage_physical");
+        // Missing:  vios_storage_SSP
+
+        logicalPartitions.forEach(Resource::process);
+    }
+
+
     public void setPcmPreference() {
         log.info("setPcmPreference()");
 
@@ -250,10 +290,9 @@ class ManagedSystem extends Resource {
 
 
     // System details
-    List<Measurement> getDetails() {
+    List<Measurement> getDetails(int sample) {
 
         List<Measurement> list = new ArrayList<>();
-
         try {
             Map<String, String> tagsMap = new TreeMap<>();
             Map<String, Object> fieldsMap = new TreeMap<>();
@@ -271,11 +310,12 @@ class ManagedSystem extends Resource {
             fieldsMap.put("frequency", metric.getUtilInfo().frequency);
             fieldsMap.put("nextract", "HMCi");
             fieldsMap.put("name", entry.getName());
-            fieldsMap.put("utilizedProcUnits", metric.getSample().systemFirmwareUtil.utilizedProcUnits);
+            fieldsMap.put("utilizedProcUnits", metric.getSample(sample).systemFirmwareUtil.utilizedProcUnits);
-            fieldsMap.put("assignedMem", metric.getSample().systemFirmwareUtil.assignedMem);
+            fieldsMap.put("assignedMem", metric.getSample(sample).systemFirmwareUtil.assignedMem);
             log.trace("getDetails() - fields: " + fieldsMap);
 
-            list.add(new Measurement(tagsMap, fieldsMap));
+
+            list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
         } catch (Exception e) {
             log.warn("getDetails() - error: {}", e.getMessage());
         }
@@ -285,10 +325,9 @@ class ManagedSystem extends Resource {
 
 
     // System Memory
-    List<Measurement> getMemoryMetrics() {
+    List<Measurement> getMemoryMetrics(int sample) {
 
         List<Measurement> list = new ArrayList<>();
-
         try {
             HashMap<String, String> tagsMap = new HashMap<>();
             Map<String, Object> fieldsMap = new HashMap<>();
@@ -296,14 +335,14 @@ class ManagedSystem extends Resource {
             tagsMap.put("servername", entry.getName());
             log.trace("getMemoryMetrics() - tags: " + tagsMap);
 
-            fieldsMap.put("totalMem", metric.getSample().serverUtil.memory.totalMem);
+            fieldsMap.put("totalMem", metric.getSample(sample).serverUtil.memory.totalMem);
-            fieldsMap.put("availableMem", metric.getSample().serverUtil.memory.availableMem);
+            fieldsMap.put("availableMem", metric.getSample(sample).serverUtil.memory.availableMem);
-            fieldsMap.put("configurableMem", metric.getSample().serverUtil.memory.configurableMem);
+            fieldsMap.put("configurableMem", metric.getSample(sample).serverUtil.memory.configurableMem);
-            fieldsMap.put("assignedMemToLpars", metric.getSample().serverUtil.memory.assignedMemToLpars);
+            fieldsMap.put("assignedMemToLpars", metric.getSample(sample).serverUtil.memory.assignedMemToLpars);
-            fieldsMap.put("virtualPersistentMem", metric.getSample().serverUtil.memory.virtualPersistentMem);
+            fieldsMap.put("virtualPersistentMem", metric.getSample(sample).serverUtil.memory.virtualPersistentMem);
             log.trace("getMemoryMetrics() - fields: " + fieldsMap);
 
-            list.add(new Measurement(tagsMap, fieldsMap));
+            list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
         } catch (Exception e) {
             log.warn("getMemoryMetrics() - error: {}", e.getMessage());
         }
@@ -313,10 +352,9 @@ class ManagedSystem extends Resource {
 
 
     // System Processor
-    List<Measurement> getProcessorMetrics() {
+    List<Measurement> getProcessorMetrics(int sample) {
 
         List<Measurement> list = new ArrayList<>();
-
         try {
             HashMap<String, String> tagsMap = new HashMap<>();
             HashMap<String, Object> fieldsMap = new HashMap<>();
@@ -324,13 +362,13 @@ class ManagedSystem extends Resource {
             tagsMap.put("servername", entry.getName());
             log.trace("getProcessorMetrics() - tags: " + tagsMap);
 
-            fieldsMap.put("totalProcUnits", metric.getSample().serverUtil.processor.totalProcUnits);
+            fieldsMap.put("totalProcUnits", metric.getSample(sample).serverUtil.processor.totalProcUnits);
-            fieldsMap.put("utilizedProcUnits", metric.getSample().serverUtil.processor.utilizedProcUnits);
+            fieldsMap.put("utilizedProcUnits", metric.getSample(sample).serverUtil.processor.utilizedProcUnits);
-            fieldsMap.put("availableProcUnits", metric.getSample().serverUtil.processor.availableProcUnits);
+            fieldsMap.put("availableProcUnits", metric.getSample(sample).serverUtil.processor.availableProcUnits);
-            fieldsMap.put("configurableProcUnits", metric.getSample().serverUtil.processor.configurableProcUnits);
+            fieldsMap.put("configurableProcUnits", metric.getSample(sample).serverUtil.processor.configurableProcUnits);
             log.trace("getProcessorMetrics() - fields: " + fieldsMap);
 
-            list.add(new Measurement(tagsMap, fieldsMap));
+            list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
         } catch (Exception e) {
             log.warn("getProcessorMetrics() - error: {}", e.getMessage());
         }
@@ -339,12 +377,11 @@ class ManagedSystem extends Resource {
     }
 
     // Sytem Shared ProcessorPools
-    List<Measurement> getSharedProcessorPools() {
+    List<Measurement> getSharedProcessorPools(int sample) {
 
         List<Measurement> list = new ArrayList<>();
         try {
-
+            metric.getSample(sample).serverUtil.sharedProcessorPool.forEach(sharedProcessorPool -> {
-            metric.getSample().serverUtil.sharedProcessorPool.forEach(sharedProcessorPool -> {
                 HashMap<String, String> tagsMap = new HashMap<>();
                 HashMap<String, Object> fieldsMap = new HashMap<>();
 
@@ -360,7 +397,7 @@ class ManagedSystem extends Resource {
                 fieldsMap.put("configuredProcUnits", sharedProcessorPool.configuredProcUnits);
                 log.trace("getSharedProcessorPools() - fields: " + fieldsMap);
 
-                list.add(new Measurement(tagsMap, fieldsMap));
+                list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
             });
         } catch (Exception e) {
             log.warn("getSharedProcessorPools() - error: {}", e.getMessage());
@@ -371,10 +408,9 @@ class ManagedSystem extends Resource {
     }
 
     // System Physical ProcessorPool
-    List<Measurement> getPhysicalProcessorPool() {
+    List<Measurement> getPhysicalProcessorPool(int sample) {
 
         List<Measurement> list = new ArrayList<>();
-
         try {
             HashMap<String, String> tagsMap = new HashMap<>();
             HashMap<String, Object> fieldsMap = new HashMap<>();
@@ -382,14 +418,14 @@ class ManagedSystem extends Resource {
             tagsMap.put("servername", entry.getName());
             log.trace("getPhysicalProcessorPool() - tags: " + tagsMap);
 
-            fieldsMap.put("assignedProcUnits", metric.getSample().serverUtil.physicalProcessorPool.assignedProcUnits);
+            fieldsMap.put("assignedProcUnits", metric.getSample(sample).serverUtil.physicalProcessorPool.assignedProcUnits);
-            fieldsMap.put("availableProcUnits", metric.getSample().serverUtil.physicalProcessorPool.availableProcUnits);
+            fieldsMap.put("availableProcUnits", metric.getSample(sample).serverUtil.physicalProcessorPool.availableProcUnits);
-            fieldsMap.put("utilizedProcUnits", metric.getSample().serverUtil.physicalProcessorPool.utilizedProcUnits);
+            fieldsMap.put("utilizedProcUnits", metric.getSample(sample).serverUtil.physicalProcessorPool.utilizedProcUnits);
-            fieldsMap.put("configuredProcUnits", metric.getSample().serverUtil.physicalProcessorPool.configuredProcUnits);
+            fieldsMap.put("configuredProcUnits", metric.getSample(sample).serverUtil.physicalProcessorPool.configuredProcUnits);
-            fieldsMap.put("borrowedProcUnits", metric.getSample().serverUtil.physicalProcessorPool.borrowedProcUnits);
+            fieldsMap.put("borrowedProcUnits", metric.getSample(sample).serverUtil.physicalProcessorPool.borrowedProcUnits);
             log.trace("getPhysicalProcessorPool() - fields: " + fieldsMap);
 
-            list.add(new Measurement(tagsMap, fieldsMap));
+            list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
         } catch (Exception e) {
             log.warn("getPhysicalProcessorPool() - error: {}", e.getMessage());
         }
@@ -404,12 +440,11 @@ class ManagedSystem extends Resource {
 
 
     // VIO Details
-    List<Measurement> getVioDetails() {
+    List<Measurement> getVioDetails(int sample) {
 
         List<Measurement> list = new ArrayList<>();
-
         try {
-            metric.getSample().viosUtil.forEach(vio -> {
+            metric.getSample(sample).viosUtil.forEach(vio -> {
 
                 HashMap<String, String> tagsMap = new HashMap<>();
                 HashMap<String, Object> fieldsMap = new HashMap<>();
@@ -424,7 +459,7 @@ class ManagedSystem extends Resource {
                 fieldsMap.put("affinityScore", vio.affinityScore);
                 log.trace("getVioDetails() - fields: " + fieldsMap);
 
-                list.add(new Measurement(tagsMap, fieldsMap));
+                list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
             });
         } catch (Exception e) {
             log.warn("getVioDetails() - error: {}", e.getMessage());
@@ -435,11 +470,11 @@ class ManagedSystem extends Resource {
 
 
     // VIO Memory
-    List<Measurement> getVioMemoryMetrics() {
+    List<Measurement> getVioMemoryMetrics(int sample) {
 
         List<Measurement> list = new ArrayList<>();
         try {
-            metric.getSample().viosUtil.forEach(vio -> {
+            metric.getSample(sample).viosUtil.forEach(vio -> {
 
                 HashMap<String, String> tagsMap = new HashMap<>();
                 HashMap<String, Object> fieldsMap = new HashMap<>();
@@ -456,7 +491,7 @@ class ManagedSystem extends Resource {
                 fieldsMap.put("utilizedPct", usedMemPct.floatValue());
                 log.trace("getVioMemoryMetrics() - fields: " + fieldsMap);
 
-                list.add(new Measurement(tagsMap, fieldsMap));
+                list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
             });
         } catch (Exception e) {
             log.warn("getVioMemoryMetrics() - error: {}", e.getMessage());
@@ -467,11 +502,11 @@ class ManagedSystem extends Resource {
 
 
     // VIO Processor
-    List<Measurement> getVioProcessorMetrics() {
+    List<Measurement> getVioProcessorMetrics(int sample) {
 
         List<Measurement> list = new ArrayList<>();
         try {
-            metric.getSample().viosUtil.forEach(vio -> {
+            metric.getSample(sample).viosUtil.forEach(vio -> {
 
                 HashMap<String, String> tagsMap = new HashMap<>();
                 HashMap<String, Object> fieldsMap = new HashMap<>();
@@ -495,7 +530,7 @@ class ManagedSystem extends Resource {
                 fieldsMap.put("mode", vio.processor.mode);
                 log.trace("getVioProcessorMetrics() - fields: " + fieldsMap);
 
-                list.add(new Measurement(tagsMap, fieldsMap));
+                list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
             });
         } catch (Exception e) {
             log.warn("getVioProcessorMetrics() - error: {}", e.getMessage());
@@ -506,11 +541,11 @@ class ManagedSystem extends Resource {
 
 
     // VIOs - Network
-    List<Measurement> getVioNetworkLpars() {
+    List<Measurement> getVioNetworkLpars(int sample) {
 
         List<Measurement> list = new ArrayList<>();
         try {
-            metric.getSample().viosUtil.forEach(vio -> {
+            metric.getSample(sample).viosUtil.forEach(vio -> {
 
                 HashMap<String, String> tagsMap = new HashMap<>();
                 HashMap<String, Object> fieldsMap = new HashMap<>();
@@ -522,7 +557,7 @@ class ManagedSystem extends Resource {
                 fieldsMap.put("clientlpars", vio.network.clientLpars.size());
                 log.trace("getVioNetworkLpars() - fields: " + fieldsMap);
 
-                list.add(new Measurement(tagsMap, fieldsMap));
+                list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
             });
 
         } catch (Exception e) {
@@ -534,11 +569,11 @@ class ManagedSystem extends Resource {
 
 
     // VIO Network - Shared
-    List<Measurement> getVioNetworkSharedAdapters() {
+    List<Measurement> getVioNetworkSharedAdapters(int sample) {
 
         List<Measurement> list = new ArrayList<>();
         try {
-            metric.getSample().viosUtil.forEach(vio -> {
+            metric.getSample(sample).viosUtil.forEach(vio -> {
                 vio.network.sharedAdapters.forEach(adapter -> {
                     HashMap<String, String> tagsMap = new HashMap<>();
                     HashMap<String, Object> fieldsMap = new HashMap<>();
@@ -559,7 +594,7 @@ class ManagedSystem extends Resource {
                     fieldsMap.put("transferredBytes", adapter.transferredBytes);
                     log.trace("getVioNetworkSharedAdapters() - fields: " + fieldsMap);
 
-                    list.add(new Measurement(tagsMap, fieldsMap));
+                    list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
                 });
             });
         } catch (Exception e) {
@@ -571,12 +606,11 @@ class ManagedSystem extends Resource {
 
 
     // VIO Network - Virtual
-    List<Measurement> getVioNetworkVirtualAdapters() {
+    List<Measurement> getVioNetworkVirtualAdapters(int sample) {
 
         List<Measurement> list = new ArrayList<>();
-
         try {
-            metric.getSample().viosUtil.forEach( vio -> {
+            metric.getSample(sample).viosUtil.forEach( vio -> {
                 vio.network.virtualEthernetAdapters.forEach( adapter -> {
 
                     HashMap<String, String> tagsMap = new HashMap<>();
@@ -604,7 +638,7 @@ class ManagedSystem extends Resource {
                     fieldsMap.put("transferredPhysicalBytes", adapter.transferredPhysicalBytes);
                     log.trace("getVioNetworkVirtualAdapters() - fields: " + fieldsMap);
 
-                    list.add(new Measurement(tagsMap, fieldsMap));
+                    list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
                 });
             });
         } catch (Exception e) {
@@ -616,11 +650,11 @@ class ManagedSystem extends Resource {
 
 
     // VIO Network - Generic
-    List<Measurement> getVioNetworkGenericAdapters() {
+    List<Measurement> getVioNetworkGenericAdapters(int sample) {
 
         List<Measurement> list = new ArrayList<>();
         try {
-            metric.getSample().viosUtil.forEach( vio -> {
+            metric.getSample(sample).viosUtil.forEach( vio -> {
                 vio.network.genericAdapters.forEach( adapter -> {
 
                     HashMap<String, String> tagsMap = new HashMap<>();
@@ -640,7 +674,7 @@ class ManagedSystem extends Resource {
                     fieldsMap.put("transferredBytes", adapter.transferredBytes);
                     log.trace("getVioNetworkGenericAdapters() - fields: " + fieldsMap);
 
-                    list.add(new Measurement(tagsMap, fieldsMap));
+                    list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
                 });
             });
         } catch (Exception e) {
@@ -651,11 +685,11 @@ class ManagedSystem extends Resource {
     }
 
     // VIOs - Storage
-    List<Measurement> getVioStorageLpars() {
+    List<Measurement> getVioStorageLpars(int sample) {
 
         List<Measurement> list = new ArrayList<>();
         try {
-            metric.getSample().viosUtil.forEach(vio -> {
+            metric.getSample(sample).viosUtil.forEach(vio -> {
 
                 HashMap<String, String> tagsMap = new HashMap<>();
                 HashMap<String, Object> fieldsMap = new HashMap<>();
@@ -667,7 +701,7 @@ class ManagedSystem extends Resource {
                 fieldsMap.put("clientlpars", vio.storage.clientLpars.size());
                 log.trace("getVioStorageLpars() - fields: " + fieldsMap);
 
-                list.add(new Measurement(tagsMap, fieldsMap));
+                list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
             });
         } catch (Exception e) {
             log.warn("getVioStorageLpars() - error: {}", e.getMessage());
@@ -677,11 +711,11 @@ class ManagedSystem extends Resource {
     }
 
     // VIO Storage FC
-    List<Measurement> getVioStorageFiberChannelAdapters() {
+    List<Measurement> getVioStorageFiberChannelAdapters(int sample) {
 
         List<Measurement> list = new ArrayList<>();
         try {
-            metric.getSample().viosUtil.forEach( vio -> {
+            metric.getSample(sample).viosUtil.forEach( vio -> {
                 log.trace("getVioStorageFiberChannelAdapters() - VIO: " + vio.name);
 
                 vio.storage.fiberChannelAdapters.forEach( adapter -> {
@@ -702,7 +736,7 @@ class ManagedSystem extends Resource {
                     fieldsMap.put("transmittedBytes", adapter.transmittedBytes);
                     log.trace("getVioStorageFiberChannelAdapters() - fields: " + fieldsMap);
 
-                    list.add(new Measurement(tagsMap, fieldsMap));
+                    list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
                 });
 
             });
@@ -716,11 +750,11 @@ class ManagedSystem extends Resource {
 
 
     // VIO Storage - Physical
-    List<Measurement> getVioStoragePhysicalAdapters() {
+    List<Measurement> getVioStoragePhysicalAdapters(int sample) {
 
         List<Measurement> list = new ArrayList<>();
         try {
-            metric.getSample().viosUtil.forEach( vio -> {
+            metric.getSample(sample).viosUtil.forEach( vio -> {
                 log.trace("getVioStoragePhysicalAdapters() - VIO: " + vio.name);
 
                 vio.storage.genericPhysicalAdapters.forEach( adapter -> {
@@ -742,7 +776,7 @@ class ManagedSystem extends Resource {
                     fieldsMap.put("type", adapter.type);
                     log.trace("getVioStoragePhysicalAdapters() - fields: " + fieldsMap);
 
-                    list.add(new Measurement(tagsMap, fieldsMap));
+                    list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
                 });
             });
         } catch (Exception e) {
@@ -754,11 +788,11 @@ class ManagedSystem extends Resource {
 
 
     // VIO Storage - Virtual
-    List<Measurement> getVioStorageVirtualAdapters() {
+    List<Measurement> getVioStorageVirtualAdapters(int sample) {
 
         List<Measurement> list = new ArrayList<>();
         try {
-            metric.getSample().viosUtil.forEach( (vio) -> {
+            metric.getSample(sample).viosUtil.forEach( (vio) -> {
                 vio.storage.genericVirtualAdapters.forEach( (adapter) -> {
                     HashMap<String, String> tagsMap = new HashMap<>();
                     HashMap<String, Object> fieldsMap = new HashMap<>();
@@ -777,7 +811,7 @@ class ManagedSystem extends Resource {
                     fieldsMap.put("type", adapter.type);
                     log.debug("getVioStorageVirtualAdapters() - fields: " + fieldsMap);
 
-                    list.add(new Measurement(tagsMap, fieldsMap));
+                    list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
                 });
             });
         } catch (Exception e) {
@@ -790,10 +824,10 @@ class ManagedSystem extends Resource {
 
     /*
     // VIO Storage SSP TODO
-    List<Measurement> getViosStorageSharedStoragePools() {
+    List<Measurement> getViosStorageSharedStoragePools(int sample) {
 
         List<Measurement> list = new ArrayList<>();
-        metrics.systemUtil.sample.viosUtil.forEach( vios -> {
+        metrics.systemUtil.getSample(sample).viosUtil.forEach( vios -> {
 
             vios.storage.fiberChannelAdapters.forEach( adapter -> {
 
@@ -813,7 +847,7 @@ class ManagedSystem extends Resource {
                 fieldsMap.put("physicalLocation", adapter.physicalLocation);
                 log.trace("getViosStorageSharedStoragePools() - fields: " + fieldsMap.toString());
 
-                list.add(new Measurement(tagsMap, fieldsMap));
+                list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
             });
 
             log.trace("getViosStorageSharedStoragePools() - VIOS: " + vios.name);

src/main/java/biz/nellemann/hmci/ManagementConsole.java

@@ -61,19 +61,6 @@ class ManagementConsole implements Runnable {
         this.influxClient = influxClient;
         restClient = new RestClient(configuration.url, configuration.username, configuration.password, configuration.trust);
 
-        if(configuration.trace != null) {
-            try {
-                File traceDir = new File(configuration.trace);
-                traceDir.mkdirs();
-                if(traceDir.canWrite()) {
-                    Boolean doTrace = true;
-                } else {
-                    log.warn("ManagementConsole() - can't write to trace dir: " + traceDir.toString());
-                }
-            } catch (Exception e) {
-                log.error("ManagementConsole() - trace error: " + e.getMessage());
-            }
-        }
         this.excludeSystems = configuration.excludeSystems;
         this.includeSystems = configuration.includeSystems;
         this.excludePartitions = configuration.excludePartitions;
@@ -160,7 +147,7 @@ class ManagementConsole implements Runnable {
 
             managedSystems.clear();
             for (Link link : entry.getAssociatedManagedSystems()) {
-                ManagedSystem managedSystem = new ManagedSystem(restClient, link.getHref());
+                ManagedSystem managedSystem = new ManagedSystem(restClient, influxClient, link.getHref());
                 managedSystem.setExcludePartitions(excludePartitions);
                 managedSystem.setIncludePartitions(includePartitions);
                 managedSystem.discover();
@@ -202,63 +189,10 @@ class ManagementConsole implements Runnable {
             }
 
             system.refresh();
-            influxClient.write(system.getDetails(), system.getTimestamp(),"server_details");
+            system.process();
-            influxClient.write(system.getMemoryMetrics(), system.getTimestamp(),"server_memory");
-            influxClient.write(system.getProcessorMetrics(), system.getTimestamp(),"server_processor");
-            influxClient.write(system.getPhysicalProcessorPool(), system.getTimestamp(),"server_physicalProcessorPool");
-            influxClient.write(system.getSharedProcessorPools(), system.getTimestamp(),"server_sharedProcessorPool");
-
-            if(system.systemEnergy != null) {
-                system.systemEnergy.refresh();
-                if(system.systemEnergy.metric != null) {
-                    influxClient.write(system.systemEnergy.getPowerMetrics(), system.getTimestamp(), "server_energy_power");
-                    influxClient.write(system.systemEnergy.getThermalMetrics(), system.getTimestamp(), "server_energy_thermal");
-                }
-            }
-
-            influxClient.write(system.getVioDetails(), system.getTimestamp(),"vios_details");
-            influxClient.write(system.getVioProcessorMetrics(), system.getTimestamp(),"vios_processor");
-            influxClient.write(system.getVioMemoryMetrics(), system.getTimestamp(),"vios_memory");
-            influxClient.write(system.getVioNetworkLpars(), system.getTimestamp(),"vios_network_lpars");
-            influxClient.write(system.getVioNetworkVirtualAdapters(), system.getTimestamp(),"vios_network_virtual");
-            influxClient.write(system.getVioNetworkSharedAdapters(), system.getTimestamp(),"vios_network_shared");
-            influxClient.write(system.getVioNetworkGenericAdapters(), system.getTimestamp(),"vios_network_generic");
-            influxClient.write(system.getVioStorageLpars(), system.getTimestamp(),"vios_storage_lpars");
-            influxClient.write(system.getVioStorageFiberChannelAdapters(), system.getTimestamp(),"vios_storage_FC");
-            influxClient.write(system.getVioStorageVirtualAdapters(), system.getTimestamp(),"vios_storage_vFC");
-            influxClient.write(system.getVioStoragePhysicalAdapters(), system.getTimestamp(),"vios_storage_physical");
-            // Missing:  vios_storage_SSP
-
-            system.logicalPartitions.forEach( (partition) -> {
-                partition.refresh();
-                influxClient.write(partition.getDetails(), partition.getTimestamp(),"lpar_details");
-                influxClient.write(partition.getMemoryMetrics(), partition.getTimestamp(),"lpar_memory");
-                influxClient.write(partition.getProcessorMetrics(), partition.getTimestamp(),"lpar_processor");
-                influxClient.write(partition.getSriovLogicalPorts(), partition.getTimestamp(),"lpar_net_sriov");
-                influxClient.write(partition.getVirtualEthernetAdapterMetrics(), partition.getTimestamp(),"lpar_net_virtual");
-                influxClient.write(partition.getVirtualGenericAdapterMetrics(), partition.getTimestamp(),"lpar_storage_virtual");
-                influxClient.write(partition.getVirtualFibreChannelAdapterMetrics(), partition.getTimestamp(),"lpar_storage_vFC");
-            });
 
         });
 
     }
 
-
-    /*
-    private void writeTraceFile(String id, String json) {
-
-        String fileName = String.format("%s-%s.json", id, Instant.now().toString());
-        try {
-            log.debug("Writing trace file: " + fileName);
-            File traceFile = new File(traceDir, fileName);
-            BufferedWriter writer = new BufferedWriter(new FileWriter(traceFile));
-            writer.write(json);
-            writer.close();
-        } catch (IOException e) {
-            log.warn("writeTraceFile() - " + e.getMessage());
-        }
-    }
-    */
-
 }

src/main/java/biz/nellemann/hmci/Measurement.java

@@ -15,14 +15,23 @@
  */
 package biz.nellemann.hmci;
 
+import java.time.Instant;
 import java.util.Map;
 
 public class Measurement {
 
+    final Instant timestamp;
     final Map<String, String> tags;
     final Map<String, Object> fields;
 
     Measurement(Map<String, String> tags, Map<String, Object> fields) {
+        this.timestamp = Instant.now();
+        this.tags = tags;
+        this.fields = fields;
+    }
+
+    Measurement(Instant timestamp, Map<String, String> tags, Map<String, Object> fields) {
+        this.timestamp = timestamp;
         this.tags = tags;
         this.fields = fields;
     }

src/main/java/biz/nellemann/hmci/Resource.java

@@ -2,6 +2,7 @@ package biz.nellemann.hmci;
 
 import biz.nellemann.hmci.dto.json.ProcessedMetrics;
 import biz.nellemann.hmci.dto.json.SystemUtil;
+import biz.nellemann.hmci.dto.json.UtilSample;
 import com.fasterxml.jackson.databind.DeserializationFeature;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import org.slf4j.Logger;
@@ -10,14 +11,20 @@ import org.slf4j.LoggerFactory;
 import java.time.Instant;
 import java.time.format.DateTimeFormatter;
 import java.time.format.DateTimeParseException;
+import java.util.ArrayList;
 
-public class Resource {
+public abstract class Resource {
 
     private final static Logger log = LoggerFactory.getLogger(Resource.class);
 
     private final ObjectMapper objectMapper = new ObjectMapper();
+    private final ArrayList<String> sampleHistory = new ArrayList<>();
 
     protected SystemUtil metric;
+    protected final int maxNumberOfSamples = 120;
+    protected final int minNumberOfSamples = 5;
+    protected int currentNumberOfSamples = 15;
+
 
 
     Resource() {
@@ -35,6 +42,7 @@ public class Resource {
         try {
             ProcessedMetrics processedMetrics = objectMapper.readValue(json, ProcessedMetrics.class);
             metric = processedMetrics.systemUtil;
+            log.trace("deserialize() - samples: {}", metric.samples.size());
         } catch (Exception e) {
             log.error("deserialize() - error: {}", e.getMessage());
         }
@@ -61,4 +69,66 @@ public class Resource {
         return instant;
     }
 
+
+    Instant getTimestamp(int sampleNumber) {
+        Instant instant = Instant.now();
+
+        if (metric == null) {
+            return instant;
+        }
+
+        String timestamp = metric.getSample(sampleNumber).sampleInfo.timestamp;
+        try {
+            log.trace("getTimeStamp() - PMC Timestamp: {}", timestamp);
+            DateTimeFormatter dateTimeFormatter = DateTimeFormatter.ofPattern("yyyy-MM-dd'T'HH:mm:ss[XXX][X]");
+            instant = Instant.from(dateTimeFormatter.parse(timestamp));
+            log.trace("getTimestamp() - Instant: {}", instant.toString());
+        } catch(DateTimeParseException e) {
+            log.warn("getTimestamp() - parse error: {}", timestamp);
+        }
+
+        return instant;
+    }
+
+
+    public void process() {
+
+        if(metric == null) {
+            return;
+        }
+
+        int samples = metric.samples.size();
+        //log.info("process() - Samples to process: {}, Samples in History: {}, Current Counter: {}", samples, sampleHistory.size(), currentNumberOfSamples);
+        for(int i = 0; i<samples; i++) {
+            UtilSample sample = metric.getSample(i);
+            String timestamp = sample.getInfo().timestamp;
+
+            if(sampleHistory.contains(timestamp)) {
+                //log.info("process() - Sample \"{}\" already processed", timestamp);
+                continue;   // Already processed
+            }
+
+            // Process
+            //log.info("process() - Sample: {}", timestamp);
+            process(i);
+
+            // Add to end of history
+            sampleHistory.add(timestamp);
+        }
+
+        // Remove old elements from history
+        for(int n = currentNumberOfSamples; n < sampleHistory.size(); n++) {
+            //log.info("process() - Removing element no. {} from sampleHistory: {}", n, sampleHistory.get(0));
+            sampleHistory.remove(0);
+        }
+
+        // Slowly decrease until we reach minSamples
+        if(currentNumberOfSamples > minNumberOfSamples) {
+            currentNumberOfSamples--;
+        }
+
+    }
+
+    public abstract void process(int sample);
+
 }

src/main/java/biz/nellemann/hmci/RestClient.java

@@ -29,9 +29,9 @@ public class RestClient {
     protected OkHttpClient httpClient;
 
     // OkHttpClient timeouts
-    private final static int CONNECT_TIMEOUT = 30;
+    private final static int CONNECT_TIMEOUT_SEC = 10;
-    private final static int WRITE_TIMEOUT = 30;
+    private final static int WRITE_TIMEOUT_SEC = 30;
-    private final static int READ_TIMEOUT = 180;
+    private final static int READ_TIMEOUT_SEC = 180;
 
     protected String authToken;
     protected final String baseUrl;
@@ -48,6 +48,21 @@ public class RestClient {
         } else {
             this.httpClient = getSafeOkHttpClient();
         }
+
+        /*
+        if(configuration.trace != null) {
+            try {
+                File traceDir = new File(configuration.trace);
+                traceDir.mkdirs();
+                if(traceDir.canWrite()) {
+                    Boolean doTrace = true;
+                } else {
+                    log.warn("ManagementConsole() - can't write to trace dir: " + traceDir.toString());
+                }
+            } catch (Exception e) {
+                log.error("ManagementConsole() - trace error: " + e.getMessage());
+            }
+        }*/
     }
 
 
@@ -150,7 +165,7 @@ public class RestClient {
      */
     public synchronized String getRequest(URL url) throws IOException {
 
-        log.trace("getRequest() - URL: {}", url.toString());
+        log.debug("getRequest() - URL: {}", url.toString());
 
         Request request = new Request.Builder()
             .url(url)
@@ -196,7 +211,7 @@ public class RestClient {
         String responseBody = null;
         try (Response responseRetry = httpClient.newCall(request).execute()) {
             if(responseRetry.isSuccessful()) {
-                responseBody = responseRetry.body().string();
+                responseBody = Objects.requireNonNull(responseRetry.body()).string();
             }
         }
         return responseBody;
@@ -205,10 +220,6 @@ public class RestClient {
 
     /**
      * Send a POST request with a payload (can be null) to the HMC
-     * @param url
-     * @param payload
-     * @return
-     * @throws IOException
      */
     public synchronized String postRequest(URL url, String payload) throws IOException {
 
@@ -276,9 +287,9 @@ public class RestClient {
             OkHttpClient.Builder builder = new OkHttpClient.Builder();
             builder.sslSocketFactory(sslSocketFactory, (X509TrustManager)trustAllCerts[0]);
             builder.hostnameVerifier((hostname, session) -> true);
-            builder.connectTimeout(CONNECT_TIMEOUT, TimeUnit.SECONDS);
+            builder.connectTimeout(CONNECT_TIMEOUT_SEC, TimeUnit.SECONDS);
-            builder.writeTimeout(WRITE_TIMEOUT, TimeUnit.SECONDS);
+            builder.writeTimeout(WRITE_TIMEOUT_SEC, TimeUnit.SECONDS);
-            builder.readTimeout(READ_TIMEOUT, TimeUnit.SECONDS);
+            builder.readTimeout(READ_TIMEOUT_SEC, TimeUnit.SECONDS);
 
             return builder.build();
         } catch (KeyManagementException | NoSuchAlgorithmException e) {
@@ -293,11 +304,28 @@ public class RestClient {
      */
     private static OkHttpClient getSafeOkHttpClient() {
         OkHttpClient.Builder builder = new OkHttpClient.Builder();
-        builder.connectTimeout(CONNECT_TIMEOUT, TimeUnit.SECONDS);
+        builder.connectTimeout(CONNECT_TIMEOUT_SEC, TimeUnit.SECONDS);
-        builder.writeTimeout(WRITE_TIMEOUT, TimeUnit.SECONDS);
+        builder.writeTimeout(WRITE_TIMEOUT_SEC, TimeUnit.SECONDS);
-        builder.readTimeout(READ_TIMEOUT, TimeUnit.SECONDS);
+        builder.readTimeout(READ_TIMEOUT_SEC, TimeUnit.SECONDS);
         return builder.build();
     }
 
 
+
+    /*
+    private void writeTraceFile(String id, String json) {
+
+        String fileName = String.format("%s-%s.json", id, Instant.now().toString());
+        try {
+            log.debug("Writing trace file: " + fileName);
+            File traceFile = new File(traceDir, fileName);
+            BufferedWriter writer = new BufferedWriter(new FileWriter(traceFile));
+            writer.write(json);
+            writer.close();
+        } catch (IOException e) {
+            log.warn("writeTraceFile() - " + e.getMessage());
+        }
+    }
+    */
+
 }

src/main/java/biz/nellemann/hmci/SystemEnergy.java

@@ -15,15 +15,17 @@ class SystemEnergy extends Resource {
     private final static Logger log = LoggerFactory.getLogger(SystemEnergy.class);
 
     private final RestClient restClient;
+    private final InfluxClient influxClient;
     private final ManagedSystem managedSystem;
 
     protected String id;
     protected String name;
 
 
-    public SystemEnergy(RestClient restClient, ManagedSystem managedSystem) {
+    public SystemEnergy(RestClient restClient, InfluxClient influxClient, ManagedSystem managedSystem) {
         log.debug("SystemEnergy()");
         this.restClient = restClient;
+        this.influxClient = influxClient;
         this.managedSystem = managedSystem;
     }
 
@@ -32,7 +34,7 @@ class SystemEnergy extends Resource {
 
         log.debug("refresh()");
         try {
-            String xml = restClient.getRequest(String.format("/rest/api/pcm/ManagedSystem/%s/ProcessedMetrics?Type=Energy&NoOfSamples=1", managedSystem.id));
+            String xml = restClient.getRequest(String.format("/rest/api/pcm/ManagedSystem/%s/ProcessedMetrics?Type=Energy&NoOfSamples=%d", managedSystem.id, currentNumberOfSamples));
 
             // Do not try to parse empty response
             if(xml == null || xml.length() <= 1) {
@@ -66,8 +68,17 @@ class SystemEnergy extends Resource {
 
 
 
+    @Override
+    public void process(int sample) {
+        if(metric != null) {
+            log.debug("process() - sample: {}", sample);
+            influxClient.write(getPowerMetrics(sample), "server_energy_power");
+            influxClient.write(getThermalMetrics(sample), "server_energy_thermal");
+        }
+    }
 
-    List<Measurement> getPowerMetrics() {
+
+    List<Measurement> getPowerMetrics(int sample) {
 
         List<Measurement> list = new ArrayList<>();
         try {
@@ -77,10 +88,10 @@ class SystemEnergy extends Resource {
             tagsMap.put("servername", managedSystem.name);
             log.trace("getPowerMetrics() - tags: {}", tagsMap);
 
-            fieldsMap.put("powerReading", metric.getSample().energyUtil.powerUtil.powerReading);
+            fieldsMap.put("powerReading", metric.getSample(sample).energyUtil.powerUtil.powerReading);
             log.trace("getPowerMetrics() - fields: {}", fieldsMap);
 
-            list.add(new Measurement(tagsMap, fieldsMap));
+            list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
         } catch (Exception e) {
             log.warn("getPowerMetrics() - error: {}", e.getMessage());
         }
@@ -89,7 +100,7 @@ class SystemEnergy extends Resource {
     }
 
 
-    List<Measurement> getThermalMetrics() {
+    List<Measurement> getThermalMetrics(int sample) {
 
         List<Measurement> list = new ArrayList<>();
         try {
@@ -99,11 +110,11 @@ class SystemEnergy extends Resource {
             tagsMap.put("servername", managedSystem.name);
             log.trace("getThermalMetrics() - tags: {}", tagsMap);
 
-            metric.getSample().energyUtil.thermalUtil.cpuTemperatures.forEach((t) -> {
+            metric.getSample(sample).energyUtil.thermalUtil.cpuTemperatures.forEach((t) -> {
                 fieldsMap.put("cpuTemperature_" + t.entityInstance, t.temperatureReading);
             });
 
-            metric.getSample().energyUtil.thermalUtil.inletTemperatures.forEach((t) -> {
+            metric.getSample(sample).energyUtil.thermalUtil.inletTemperatures.forEach((t) -> {
                 fieldsMap.put("inletTemperature_" + t.entityInstance, t.temperatureReading);
             });
 
@@ -114,7 +125,7 @@ class SystemEnergy extends Resource {
             log.trace("getThermalMetrics() - fields: {}", fieldsMap);
 
 
-            list.add(new Measurement(tagsMap, fieldsMap));
+            list.add(new Measurement(getTimestamp(sample), tagsMap, fieldsMap));
 
         } catch (Exception e) {
             log.warn("getThermalMetrics() - error: {}", e.getMessage());

src/main/java/biz/nellemann/hmci/dto/json/SampleInfo.java

@@ -8,12 +8,12 @@ import java.util.List;
 public final class SampleInfo {
 
     @JsonProperty("timeStamp")
-    public String timestamp ;
+    public String timestamp;
     public String getTimeStamp() {
         return timestamp;
     }
 
-    public Integer status ;
+    public Integer status;
 
     @JsonProperty("errorInfo")
     public List<ErrorInfo> errors;

src/main/java/biz/nellemann/hmci/dto/json/SystemUtil.java

@@ -17,6 +17,10 @@ public final class SystemUtil {
     @JsonProperty("utilSamples")
     public List<UtilSample> samples;
 
+    public UtilSample getSample(int n) {
+        return samples.size() > n ? samples.get(n) : new UtilSample();
+    }
+
     public UtilSample getSample() {
         return samples.size() > 0 ? samples.get(0) : new UtilSample();
     }

src/main/java/biz/nellemann/hmci/dto/toml/HmcConfiguration.java

@@ -13,7 +13,7 @@ public class HmcConfiguration {
     public String username;
     public String password;
 
-    public Integer refresh = 30;
+    public Integer refresh = 60;
     public Integer discover = 120;
 
     public String trace;

src/test/groovy/biz/nellemann/hmci/LogicalPartitionTest.groovy

@@ -19,6 +19,9 @@ class LogicalPartitionTest extends Specification {
     @Shared
     private RestClient serviceClient
 
+    @Shared
+    private InfluxClient influxClient
+
     @Shared
     private ManagedSystem managedSystem
 
@@ -39,7 +42,7 @@ class LogicalPartitionTest extends Specification {
         MockResponses.prepareClientResponseForLogicalPartition(mockServer)
         serviceClient.login()
 
-        managedSystem = new ManagedSystem(serviceClient, String.format("%s/rest/api/uom/ManagementConsole/2c6b6620-e3e3-3294-aaf5-38e546ff672b/ManagedSystem/b597e4da-2aab-3f52-8616-341d62153559", serviceClient.baseUrl));
+        managedSystem = new ManagedSystem(serviceClient, influxClient, String.format("%s/rest/api/uom/ManagementConsole/2c6b6620-e3e3-3294-aaf5-38e546ff672b/ManagedSystem/b597e4da-2aab-3f52-8616-341d62153559", serviceClient.baseUrl));
         managedSystem.discover()
 
         logicalPartition = managedSystem.logicalPartitions.first()
@@ -77,6 +80,7 @@ class LogicalPartitionTest extends Specification {
 
         then:
         logicalPartition.metric != null
+        logicalPartition.metric.samples.size() == 6;
     }
 
 
@@ -85,9 +89,9 @@ class LogicalPartitionTest extends Specification {
         logicalPartition.deserialize(metricsFile.getText('UTF-8'))
 
         then:
-        logicalPartition.metric.getSample().lparsUtil.memory.logicalMem == 8192.000
+        logicalPartition.metric.getSample().lparsUtil.memory.logicalMem == 16384.000
-        logicalPartition.metric.getSample().lparsUtil.processor.utilizedProcUnits == 0.001
+        logicalPartition.metric.getSample().lparsUtil.processor.utilizedProcUnits == 0.00793
-        logicalPartition.metric.getSample().lparsUtil.network.virtualEthernetAdapters.first().receivedBytes == 276.467
+        logicalPartition.metric.getSample().lparsUtil.network.virtualEthernetAdapters.first().receivedBytes == 54.0
     }
 
 
@@ -95,15 +99,13 @@ class LogicalPartitionTest extends Specification {
 
         when:
         logicalPartition.deserialize(metricsFile.getText('UTF-8'))
-        List<Measurement> listOfMeasurements = logicalPartition.getDetails()
+        List<Measurement> listOfMeasurements = logicalPartition.getDetails(0)
 
         then:
         listOfMeasurements.size() == 1
         listOfMeasurements.first().fields['affinityScore'] == 100.0
-        listOfMeasurements.first().fields['osType'] == 'Linux'
+        listOfMeasurements.first().fields['osType'] == 'IBM i'
-        listOfMeasurements.first().fields['type'] == 'AIX/Linux'
+        listOfMeasurements.first().fields['type'] == 'IBMi'
-        listOfMeasurements.first().tags['lparname'] == 'rhel8-ocp-helper'
-
     }
 
 
@@ -111,11 +113,11 @@ class LogicalPartitionTest extends Specification {
 
         when:
         logicalPartition.deserialize(metricsFile.getText('UTF-8'))
-        List<Measurement> listOfMeasurements = logicalPartition.getMemoryMetrics()
+        List<Measurement> listOfMeasurements = logicalPartition.getMemoryMetrics(0)
 
         then:
         listOfMeasurements.size() == 1
-        listOfMeasurements.first().fields['logicalMem'] == 8192.000
+        listOfMeasurements.first().fields['logicalMem'] == 16384.0
         listOfMeasurements.first().tags['lparname'] == 'rhel8-ocp-helper'
 
     }
@@ -125,11 +127,11 @@ class LogicalPartitionTest extends Specification {
 
         when:
         logicalPartition.deserialize(metricsFile.getText('UTF-8'))
-        List<Measurement> listOfMeasurements = logicalPartition.getProcessorMetrics()
+        List<Measurement> listOfMeasurements = logicalPartition.getProcessorMetrics(0)
 
         then:
         listOfMeasurements.size() == 1
-        listOfMeasurements.first().fields['utilizedProcUnits'] == 0.001
+        listOfMeasurements.first().fields['utilizedProcUnits'] == 0.00793
         listOfMeasurements.first().tags['lparname'] == 'rhel8-ocp-helper'
 
     }
@@ -139,12 +141,12 @@ class LogicalPartitionTest extends Specification {
 
         when:
         logicalPartition.deserialize(metricsFile.getText('UTF-8'))
-        List<Measurement> listOfMeasurements = logicalPartition.getVirtualEthernetAdapterMetrics()
+        List<Measurement> listOfMeasurements = logicalPartition.getVirtualEthernetAdapterMetrics(0)
 
         then:
         listOfMeasurements.size() == 1
-        listOfMeasurements.first().fields['receivedBytes'] == 276.467
+        listOfMeasurements.first().fields['receivedBytes'] == 54.0
-        listOfMeasurements.first().tags['location'] == 'U9009.42A.21F64EV-V13-C32'
+        listOfMeasurements.first().tags['location'] == 'U9009.42A.21F64EV-V11-C7'
     }
 
 
@@ -152,25 +154,13 @@ class LogicalPartitionTest extends Specification {
 
         when:
         logicalPartition.deserialize(metricsFile.getText('UTF-8'))
-        List<Measurement> listOfMeasurements = logicalPartition.getVirtualFibreChannelAdapterMetrics()
+        List<Measurement> listOfMeasurements = logicalPartition.getVirtualFibreChannelAdapterMetrics(0)
 
         then:
-        listOfMeasurements.size() == 4
+        listOfMeasurements.size() == 2
-        listOfMeasurements.first().fields['writeBytes'] == 6690.133
+        listOfMeasurements.first().fields['writeBytes'] == 4454.4
         listOfMeasurements.first().tags['viosId'] == '1'
 
     }
 
-
-    void "test getVirtualGenericAdapterMetrics"() {
-
-        when:
-        logicalPartition.deserialize(metricsFile.getText('UTF-8'))
-        List<Measurement> listOfMeasurements = logicalPartition.getVirtualGenericAdapterMetrics()
-
-        then:
-        listOfMeasurements.size() == 1
-        listOfMeasurements.first().fields['readBytes'] == 0.0
-    }
-
 }

src/test/groovy/biz/nellemann/hmci/ManagedSystemTest.groovy

@@ -17,6 +17,9 @@ class ManagedSystemTest extends Specification {
     @Shared
     private RestClient serviceClient
 
+    @Shared
+    private InfluxClient influxClient
+
     @Shared
     private ManagedSystem managedSystem
 
@@ -33,7 +36,7 @@ class ManagedSystemTest extends Specification {
         MockResponses.prepareClientResponseForVirtualIOServer(mockServer)
         MockResponses.prepareClientResponseForLogicalPartition(mockServer)
         serviceClient.login()
-        managedSystem = new ManagedSystem(serviceClient, String.format("%s/rest/api/uom/ManagementConsole/2c6b6620-e3e3-3294-aaf5-38e546ff672b/ManagedSystem/b597e4da-2aab-3f52-8616-341d62153559", serviceClient.baseUrl));
+        managedSystem = new ManagedSystem(serviceClient, influxClient, String.format("%s/rest/api/uom/ManagementConsole/2c6b6620-e3e3-3294-aaf5-38e546ff672b/ManagedSystem/b597e4da-2aab-3f52-8616-341d62153559", serviceClient.baseUrl));
         managedSystem.discover()
         metricsFile = new File(getClass().getResource('/2-managed-system-perf-data2.json').toURI())
     }
@@ -55,7 +58,7 @@ class ManagedSystemTest extends Specification {
 
         when:
         managedSystem.deserialize(metricsFile.getText('UTF-8'))
-        List<Measurement> listOfMeasurements = managedSystem.getDetails()
+        List<Measurement> listOfMeasurements = managedSystem.getDetails(0)
 
         then:
         listOfMeasurements.size() == 1
@@ -68,7 +71,7 @@ class ManagedSystemTest extends Specification {
 
         when:
         managedSystem.deserialize(metricsFile.getText('UTF-8'))
-        List<Measurement> listOfMeasurements = managedSystem.getMemoryMetrics()
+        List<Measurement> listOfMeasurements = managedSystem.getMemoryMetrics(0)
 
         then:
         listOfMeasurements.size() == 1
@@ -79,7 +82,7 @@ class ManagedSystemTest extends Specification {
 
         when:
         managedSystem.deserialize(metricsFile.getText('UTF-8'))
-        List<Measurement> listOfMeasurements = managedSystem.getProcessorMetrics()
+        List<Measurement> listOfMeasurements = managedSystem.getProcessorMetrics(0)
 
         then:
         listOfMeasurements.size() == 1
@@ -90,7 +93,7 @@ class ManagedSystemTest extends Specification {
 
         when:
         managedSystem.deserialize(metricsFile.getText('UTF-8'))
-        List<Measurement> listOfMeasurements = managedSystem.getSharedProcessorPools()
+        List<Measurement> listOfMeasurements = managedSystem.getSharedProcessorPools(0)
 
         then:
         listOfMeasurements.size() == 4
@@ -100,7 +103,7 @@ class ManagedSystemTest extends Specification {
     void "test getPhysicalProcessorPool"() {
         when:
         managedSystem.deserialize(metricsFile.getText('UTF-8'))
-        List<Measurement> listOfMeasurements = managedSystem.getPhysicalProcessorPool()
+        List<Measurement> listOfMeasurements = managedSystem.getPhysicalProcessorPool(0)
 
         then:
         listOfMeasurements.size() == 1