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Simple heap analyzer for java heap

This is simple heap analyzer working from bottom to top (from biggest classes to their holders) based on https://github.com/aragozin/jvm-tools

Intro

  1. https://github.com/aragozin/jvm-tools and mvn clean install for installing dependency
  2. run HeapAnalyzer from u IDE or make some jar

Description

This tool parse hava heaps (compressed too) and do:

  1. Scan all heap to build class histogram and find biggest (all instance counting) classes
  2. Scan all heap to make Map<BiggestClass, Map<instanceId, size>
  3. Scan all heap to make Map<{HolderClass,BiggestClass}, Map<holderInstanceId, sumSize>> where sumSize = size of all holded BiggestClass instances and sum of all sizes of holding they HolderInstances.

For example:

  1. from histo we get that biggest classes is long[] and char[]

  2. build map for long[] with all instances-sizes and map for char[] with all instances-sizes

  3. iterate throught all objects in heap and if they point to any instance in map from (2) - collect it as, for example String,char[]->Map<StringInstanceId, sumOfStringObjectAndCharArray>

  4. Repeat step 3 for times to get root holders (not really GC root, but after 2-3 steps we go from primitives to business objects and then we can debug it in runtime or better understand heap dump). After each iteration we get longer path from big object to GC root. TODO: add path filters to filter some primitive classes or paths

Parameters

run HeapAnalyzer with command line arguments:

  1. path to heap dump, mandatory, no default value.
  2. BIGGEST_CLASS_TO_ANALYSE - number of biggest class to analyze, optional, default 2.
  3. HOLDING_TREE_HEIGHT - number of step 4 iteration, optional, default 2,
  4. HOLDING_TREE_WIDTH - after each step only biggest HOLDING_TREE_WIDTH path (with biggest total size) will be processed in next iteration, optional, default 20.

Internals

Tools based on Alexey Ragozin jvm-tools (hprof-heap part of it) and do very simple think: just open heap and scan all objects one by one for few times. First scan need to determinate biggest class in heap (just like it do jmap -histo:live ). Next step will map only instances of BIGGEST_CLASS_TO_ANALYSE biggest classes. After this step we have list of biggest class only. Second scan need to create map for each instances of classes, selected on previous step. After this step we have Map<Class, Map<location,size>> or Map<BiggestClass, Map<BiggestClassInstanceLocation,BCISize>> in another worlds. Before third step we convert it to Map<PathKey, Map<location, size>> by just wrapping BiggestClass with Path so we see not just BiggestClass, but [BiggerstClass] and can do all future step in same way. Third and any next scan need to collect all back refs for all out instances and aggregate it by class. After this step we get same Map<PathKey, Map<location,size>>, but PathKey contains not only [BiggestClass], but one more class name, witch instances hold some biggest class instances. For example if we found that biggest class is char[] after first scan, then after second scan we collect full map of char[]'s in heap (all instances with it's locations) and on third scan we will test for every object (class instance) in heap: if any of object fields have object ref type - we try to find it in map of char[] and if we can do it, then current object have reference to char[] and we know char[] size (without necessity to seek to char[] location in heap file) so we can try to add or modify record in scan result map. Record key will be: [current object class, for example String, char[]] or [java.lang.String,char[]] and value will be Map with current object (String) location and char[].size+String.size or <String.location,String.size+char[].size>.

Example

Lets see real example. We get large heap dump (31g) and jmap show us that biggest class is long[] (more than 20g total size). But how we can find place in our code where all these long[] holded? We need get few steps of back reference analys to get biggets paths and get some application classes in it.

Use HeapAnalyzer as jar library with such parameters: java -Xmx8g -cp heap-analyzer.jar HeapAnalyzer.HeapAnalyzer /mnt/hd23931.hprof 2 3 20 where 2 - analyze only 2 biggest classes, in out example its long[] and java.lang.Object[] 3 - do 3 iteration or backreference analysis (and we get path with length four) 20 - use only 20 biggest paths in next step (in this example I specify 99999 by mistake so we will see some unnecesary paths with very small size, don't do it becouse of CPU cost of searching ref in huge amount of maps)

  • SomeClassNNN - just obfuscation of commersial classes, not intresting in our example

We need to copy some class (long[]) and try to find biggest pathes with long[]. After first iteration we get major path of long[] {java.util.BitSet,long[]}, size=15549369703, count=2142803} so if we wanna know where such BitSet stored (15g of summary BitSet.size plus linked long[].sizes) , we need to do the same: copy path and try to find it in next iteration and we found {org.apache.ignite.internal.util.GridPartitionStateMap,java.util.BitSet,long[]}, size=15643590926, count=2142446} (15g of summary GridPartitionStateMap.size plus linked BirSet.size + linked long[].size). Bingo! We found that more than 15g of 20g long[] holded by GridPartitionStateMap objects. If it still not enought - just increase max depth of analysis to get object with hold GridPartitionStateMap. I recomend to start with depth=10 and run analysis with somethink like tee: java -Xmx8g -cp heap-analyzer.jar HeapAnalyzer.HeapAnalyzer /mnt/hd23931.hprof 5 10 20 | tee /tmp/FD5122.txt so u can see result after each step and if it's not enought - just wait for next step to complete... Btw, speed of heap scanning is about 200Mb for first two scans and about 100Mb for next ones (depend of HOLDING_TREE_WIDTH parameter) on my laptop (i7 and ssd is present).

System property HIST_SIZE lidmit initial class histogram size, default value is 500.

Wed Nov 29 15:59:49 NOVT 2017 Loading /mnt/ssd/work/gg/FD/FD-5122_memory_consumption/real/hd23931.hprof...
Wed Nov 29 16:01:44 NOVT 2017 Heap loaded. Searching for biggest classes...
1   20669881600 2200098  long[]                                                                                                  
2   1718701000  5200034  java.lang.Object[]                                                                                      
3   1505537156  30392    byte[]                                                                                                  
4   627717346   2293033  char[]                                                                                                  
5   477882636   10860969 java.util.HashMap$Node                                                                                  
6   201057304   204189   java.util.HashMap$Node[]                                                                                
7   170961840   2374470  java.util.concurrent.locks.ReentrantReadWriteLock$NonfairSync                                           
8   163505420   8175271  java.lang.Integer                                                                                       
9   163410656   5106583  java.util.ArrayList                                                                                     
10  138985280   1737316  org.apache.ignite.internal.processors.cache.persistence.file.FilePageStoreV2                            
11  120386616   59005    org.jsr166.ConcurrentHashMap8$Node[]                                                                    
12  111407140   2142445  org.apache.ignite.internal.processors.cache.distributed.dht.preloader.GridDhtPartitionMap               
13  94267624    2142446  org.apache.ignite.internal.util.GridPartitionStateMap                                                   
14  76446744    1737426  java.io.File                                                                                            
15  74109840    3087910  java.util.concurrent.atomic.AtomicLong                                                                  
16  69781600    1744540  java.util.concurrent.locks.ReentrantReadWriteLock                                                       
17  69329600    2166550  java.util.UUID                                                                                          
18  64026256    2286652  java.lang.String                                                                                        
19  62141287    2142803  java.util.BitSet                                                                                        
20  60043228    2144401  org.apache.ignite.internal.processors.affinity.AffinityTopologyVersion                                  
21  56987328    2374472  java.util.concurrent.locks.ReentrantReadWriteLock$ReadLock                                              
22  56987328    2374472  java.util.concurrent.locks.ReentrantReadWriteLock$WriteLock                                             
23  47489440    2374472  java.util.concurrent.locks.ReentrantReadWriteLock$Sync$ThreadLocalHoldCounter                           
24  34580080    335332   org.jsr166.ConcurrentLinkedHashMap$HashEntry[]                                                          
25  33105171    649121   javax.management.MBeanAttributeInfo                                                                     
26  30626752    294488   org.apache.ignite.internal.util.StripedCompositeReadWriteLock$ReadLock                                  
27  26826560    335332   org.jsr166.ConcurrentLinkedHashMap$Segment                                                              
28  23649584    422314   org.jsr166.ConcurrentLinkedHashMap$HashEntry                                                            
29  16968704    116224   java.lang.reflect.Method                                                                                
30  16678784    260606   java.util.HashMap                                                                                       
31  14169276    322029   java.util.concurrent.ConcurrentHashMap$Node                                                             
32  13900864    146      org.apache.ignite.internal.processors.cache.persistence.file.FilePageStore[]                            
33  11808080    295202   java.util.concurrent.ConcurrentSkipListMap$Node                                                         
34  11276160    352380   org.apache.ignite.internal.processors.cache.version.GridCacheVersion                                    
35  10307736    286326   org.jsr166.LongAdder8                                                                                   
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37  9169052     134839   org.jsr166.ConcurrentHashMap8                                                                           
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40  8661000     86610    java.util.concurrent.ConcurrentHashMap                                                                  
41  8102940     38666    int[]                                                                                                   
42  7758128     68656    java.lang.reflect.Field                                                                                 
43  7308576     166104   org.jsr166.ConcurrentHashMap8$Node                                                                      
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46  6459464     146806   java.util.concurrent.locks.ReentrantLock$NonfairSync                                                    
47  6038232     10607    javax.management.MBeanAttributeInfo[]                                                                   
48  5676600     141915   java.util.concurrent.ConcurrentSkipListMap$Index                                                        
49  5174448     107801   org.apache.ignite.internal.GridLoggerProxy                                                              
50  5165040     86084    java.util.LinkedHashMap$Entry                                                                           
51  4870480     121762   org.jsr166.ConcurrentLinkedDeque8$Node                                                                  
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53  4224074     10721    org.apache.ignite.configuration.CacheConfiguration                                                      
54  3963654     48934    java.util.LinkedHashMap                                                                                 
55  3651200     36512    org.h2.value.NullableKeyConcurrentMap                                                                   
56  3519216     146634   java.util.concurrent.locks.ReentrantLock                                                                
57  3489040     87226    org.jsr166.ConcurrentLinkedDeque8                                                                       
58  3374624     76696    java.util.concurrent.CountDownLatch$Sync                                                                
59  3253584     67783    org.apache.ignite.internal.processors.cache.GridCacheLogger                                             
60  3183992     20889    org.jsr166.ConcurrentLinkedHashMap$Segment[]                                                            
61  2926280     146314   java.util.concurrent.atomic.AtomicInteger                                                               
62  2853520     71338    java.util.LinkedList$Node                                                                               
63  2803300     140165   java.util.concurrent.atomic.AtomicBoolean                                                               
64  2756160     20880    org.apache.ignite.internal.util.GridBoundedConcurrentLinkedHashMap                                      
65  2745560     68639    java.util.LinkedList                                                                                    
66  2695025     107801   org.apache.ignite.logger.slf4j.Slf4jLogger                                                              
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69  2298816     71838    java.util.concurrent.CopyOnWriteArrayList                                                               
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73  1840704     76696    java.util.concurrent.CountDownLatch                                                                     
74  1686916     10954    org.h2.table.Column                                                                                     
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77  1553784     64741    java.util.HashSet                                                                                       
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81  1335908     47711    javax.management.ObjectName$Property                                                                    
82  1293072     5214     org.apache.ignite.internal.processors.cache.CacheMetricsImpl                                            
83  1287588     21108    javax.management.MBeanOperationInfo                                                                     
84  1224216     22039    java.lang.String[]                                                                                      
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86  1105368     5214     SomeType148                                   
87  1098880     68680    java.lang.Object                                                                                        
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89  1027176     42799    java.util.Collections$UnmodifiableSet                                                                   
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92  857840      10723    java.util.concurrent.ConcurrentSkipListMap                                                              
93  852520      21313    sun.reflect.annotation.AnnotationInvocationHandler                                                      
94  837848      30110    java.lang.Class[]                                                                                       
95  826056      18774    java.util.Hashtable$Entry                                                                               
96  821184      25662    org.apache.ignite.lang.IgniteUuid                                                                       
97  816816      10608    javax.management.MBeanInfo                                                                              
98  762328      13613    java.lang.ThreadLocal$ThreadLocalMap$Entry                                                              
99  750136      153      java.nio.ByteBuffer[]                                                                                   
100 740672      5216     org.h2.schema.Schema                                                                                    
101 734415      13353    javax.management.ObjectName                                                                             
102 711189      12477    java.util.TreeMap$Entry                                                                                 
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104 695332      15803    org.apache.ignite.internal.util.GridSpinReadWriteLock                                                   
105 667264      10426    org.apache.ignite.internal.processors.cache.CacheDefaultBinaryAffinityKeyMapper                         
106 661848      2507     org.h2.command.dml.Select                                                                               
107 655928      11713    java.lang.ref.SoftReference                                                                             
108 651750      5214     org.apache.ignite.internal.processors.cache.DynamicCacheDescriptor                                      
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111 614740      8782     org.h2.expression.ExpressionColumn                                                                      
112 600912      25038    java.util.HashMap$KeySet                                                                                
113 590296      10557    javax.management.MBeanOperationInfo[]                                                                   
114 573384      6826     org.apache.ignite.internal.processors.query.h2.opt.GridH2MetaTable$MetaRow                              
115 564312      10110    org.h2.table.IndexColumn[]                                                                              
116 563112      5214     SomeType149                                 
117 547470      5214     org.apache.ignite.internal.processors.cache.datastructures.CacheDataStructuresManager                   
118 526640      13166    com.sun.jmx.mbeanserver.StandardMBeanSupport                                                            
119 514296      2213     java.util.Hashtable$Entry[]                                                                             
120 500928      20872    java.util.concurrent.atomic.AtomicLongArray                                                             
121 500592      10429    org.apache.ignite.internal.util.GridReflectionCache                                                     
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123 493284      11211    java.util.concurrent.ConcurrentSkipListMap$HeadIndex                                                    
124 481072      4496     org.apache.xerces.impl.xs.opti.ElementImpl                                                              
125 479952      13332    org.h2.table.IndexColumn                                                                                
126 472566      11526    SomeType2                         
127 463795      2507     org.h2.table.TableFilter                                                                                
128 463730      5870     org.apache.ignite.internal.processors.query.property.QueryBinaryProperty                                
129 450528      18772    java.util.HashMap$EntrySet                                                                              
130 447280      5591     java.util.TreeMap                                                                                       
131 442484      15803    org.apache.ignite.internal.util.GridSpinReadWriteLock$1                                                 
132 440100      4401     sun.nio.ch.FileChannelImpl                                                                              
133 437840      273      java.nio.channels.SelectionKey[]                                                                        
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136 426976      13343    com.sun.jmx.mbeanserver.NamedObject                                                                     
137 417440      10436    org.apache.ignite.internal.processors.cache.ratemetrics.HitRateMetrics                                  
138 416072      9241     org.h2.table.Column[]                                                                                   
139 413000      3304     SomeType3                                         
140 410040      1608     org.apache.ignite.internal.processors.query.h2.opt.GridH2Table                                          
141 387072      10752    javax.management.ImmutableDescriptor                                                                    
142 383740      4487     short[]                                                                                                 
143 379152      15798    org.apache.ignite.internal.util.GridSpinBusyLock                                                        
144 376272      15678    org.jsr166.ConcurrentHashMap8$ValuesView                                                                
145 376248      15677    java.util.HashMap$Values                                                                                
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147 375408      5214     org.apache.ignite.internal.processors.cache.query.GridCacheQueryMetricsAdapter                          
148 375408      10428    org.apache.ignite.internal.util.GridBoundedConcurrentOrderedSet                                         
149 375408      5214     org.apache.ignite.internal.processors.plugin.CachePluginManager                                         
150 367770      1886     org.apache.ignite.internal.direct.stream.v2.DirectByteBufferStreamImplV2                                
151 367360      3480     org.apache.xerces.impl.xs.opti.NodeImpl[]                                                               
152 358664      3352     org.apache.xerces.impl.xs.opti.ElementImpl                                                              
153 357252      4253     org.apache.ignite.internal.processors.cache.IgniteCacheOffheapManagerImpl$CacheDataStoreImpl            
154 353304      689      java.lang.ThreadLocal$ThreadLocalMap$Entry[]                                                            
155 348473      2507     org.h2.jdbc.JdbcPreparedStatement                                                                       
156 347104      10847    org.apache.ignite.internal.processors.query.h2.database.InlineIndexHelper                               
157 344544      7178     java.lang.ref.WeakReference                                                                             
158 338910      5214     org.apache.ignite.internal.processors.cache.GridCacheTtlManager                                         
159 338910      5214     org.apache.ignite.internal.processors.cache.IgniteCacheProxyImpl                                        
160 338350      5050     org.apache.xerces.impl.xs.opti.AttrImpl                                                                 
161 334272      10446    org.apache.ignite.internal.mxbean.IgniteStandardMXBean                                                  
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164 334080      10440    org.apache.ignite.internal.processors.cache.persistence.tree.BPlusTree$Insert                           
165 334080      10440    org.apache.ignite.internal.processors.cache.persistence.tree.BPlusTree$LockTail                         
166 334080      10440    org.apache.ignite.internal.processors.cache.persistence.tree.BPlusTree$LockBackAndTail                  
167 334080      10440    org.apache.ignite.internal.processors.cache.persistence.tree.BPlusTree$LockTailForward                  
168 334080      10440    org.apache.ignite.internal.processors.cache.persistence.tree.BPlusTree$Replace                          
169 334080      10440    org.apache.ignite.internal.processors.cache.persistence.tree.BPlusTree$AskNeighbor                      
170 334080      10440    org.apache.ignite.internal.processors.cache.persistence.tree.BPlusTree$Search                           
171 333696      5214     org.apache.ignite.internal.processors.cache.GridCacheAffinityManager                                    
172 332206      2723     java.lang.reflect.Constructor                                                                           
173 323070      1958     org.apache.ignite.internal.processors.cache.distributed.dht.colocated.GridDhtColocatedCache             
174 313375      2507     org.h2.index.IndexCursor                                                                                
175 300072      12503    org.h2.value.ValueString                                                                                
176 297597      5221     org.apache.ignite.internal.processors.timeout.GridTimeoutProcessor$CancelableTask                       
177 295008      12292    java.util.concurrent.atomic.AtomicReference                                                             
178 292320      10440    org.apache.ignite.internal.processors.cache.persistence.tree.BPlusTree$TreeMetaData                     
179 291960      8935     org.w3c.dom.Attr[]                                                                                      
180 283008      3216     org.apache.ignite.cache.QueryEntity                                                                     
181 280784      2507     org.h2.jdbc.JdbcResultSet                                                                               
182 279792      1608     org.apache.ignite.internal.processors.query.QueryTypeDescriptorImpl                                     
183 271180      5215     org.apache.ignite.internal.processors.query.h2.H2Schema                                                 
184 270120      2565     org.apache.xerces.impl.xs.opti.NodeImpl[]                                                               
185 269568      11232    java.util.LinkedHashMap$LinkedEntrySet                                                                  
186 266928      1608     org.apache.ignite.internal.processors.query.h2.database.H2PkHashIndex                                   
187 262680      4378     org.apache.ignite.internal.processors.query.QueryIndexDescriptorImpl                                    
188 262200      6555     java.lang.ref.ReferenceQueue                                                                            
189 261000      10440    org.apache.ignite.internal.processors.cache.persistence.tree.BPlusTree$1                                
190 260480      3256     org.apache.ignite.lang.IgniteBiInClosure[]                                                              
191 257304      10721    org.apache.ignite.internal.util.GridAtomicLong                                                          
192 257250      2058     SomeType4                                      
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194 251460      635      org.h2.engine.Session                                                                                   
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196 250560      10440    org.apache.ignite.internal.processors.cache.persistence.tree.BPlusTree$InitRoot                         
197 250560      10440    org.apache.ignite.internal.processors.cache.persistence.tree.BPlusTree$CutRoot                          
198 250296      10429    org.apache.ignite.internal.processors.cache.GridCacheDefaultAffinityKeyMapper$1                         
199 250272      5214     SomeType150                                                
200 250272      5214     SomeType151                  
201 250272      5214     org.apache.ignite.internal.processors.cache.GridCacheGateway                                            
202 244818      3654     org.apache.xerces.impl.xs.opti.AttrImpl                                                                 
203 235884      5361     org.apache.ignite.internal.processors.cache.CacheOperationContext                                       
204 234630      5214     org.apache.ignite.internal.managers.discovery.GridDiscoveryManager$CachePredicate                       
205 229736      4418     sun.nio.fs.UnixPath                                                                                     
206 229416      5214     org.apache.ignite.internal.processors.cache.binary.CacheObjectBinaryContext                             
207 229086      3471     SomeType5                                           
208 227072      3548     SomeType6                                                 
209 225152      3518     SomeType7                                                    
210 223300      3190     SomeType8                                                  
211 219801      5361     org.apache.ignite.internal.processors.cache.GatewayProtectedCacheProxy                                  
212 215472      1608     org.apache.ignite.internal.processors.query.h2.opt.GridH2PrimaryScanIndex                               
213 213774      5214     org.apache.ignite.internal.processors.cache.GridCacheEventManager                                       
214 212250      8490     org.apache.ignite.internal.processors.marshaller.MappedName                                             
215 211760      5294     java.beans.MethodRef                                                                                    
216 211200      2200     java.lang.Package                                                                                       
217 210780      10539    java.lang.ThreadLocal                                                                                   
218 210043      5123     SomeType152                                              
219 208560      5214     SomeType153                                           
220 208560      5214     org.apache.ignite.internal.processors.cache.CacheOffheapEvictionManager                                 
221 208560      5214     org.apache.ignite.internal.processors.cache.CacheWeakQueryIteratorsHolder                               
222 204560      5114     SomeType9                                                      
223 194572      6949     java.util.Collections$SingletonList                                                                     
224 193984      1732     java.net.URL                                                                                            
225 193600      1600     SomeType10                                   
226 192632      4378     org.apache.ignite.cache.QueryIndex                                                                      
227 191968      5999     org.apache.ignite.lang.IgniteBiTuple                                                                    
228 191552      5986     org.apache.ignite.internal.processors.query.h2.database.H2Tree[]                                        
229 191552      5986     org.apache.ignite.internal.processors.query.h2.opt.GridH2IndexBase$2                                    
230 185728      5804     org.apache.ignite.internal.util.typedef.T2                                                              
231 185097      869      SomeType11                                                  
232 184536      7689     java.util.concurrent.ConcurrentHashMap$ValuesView                                                       
233 182256      7594     org.apache.ignite.internal.processors.query.h2.opt.GridH2IndexBase$1                                    
234 180536      1093     java.util.WeakHashMap$Entry[]                                                                           
235 174892      7604     org.h2.index.IndexType                                                                                  
236 173974      4702     java.io.FileDescriptor                                                                                  
237 171616      5363     org.apache.ignite.internal.util.StripedCompositeReadWriteLock                                           
238 171122      5033     org.h2.expression.Alias                                                                                 
239 167384      1372     SomeType34                                                         
240 166848      5214     org.apache.ignite.internal.GridCachePluginContext                                                       
241 166848      5214     org.apache.ignite.internal.processors.cache.query.continuous.CacheContinuousQueryManager$BackupCleaner  
242 166848      5214     org.apache.ignite.internal.processors.cache.affinity.GridCacheAffinityImpl                              
243 166848      5214     org.apache.ignite.internal.processors.query.QuerySchema                                                 
244 166144      5215     org.apache.ignite.plugin.CachePluginConfiguration[]                                                     
245 164616      6859     com.sun.proxy.$Proxy141                                                                                 
246 154368      1608     org.apache.ignite.internal.processors.query.h2.H2RowDescriptor                                          
247 150420      2507     org.h2.command.CommandContainer                                                                         
248 148962      4514     sun.reflect.generics.tree.SimpleClassTypeSignature                                                      
249 148104      4114     org.apache.ignite.internal.processors.cache.persistence.tree.io.IOVersions                              
250 145992      5214     org.apache.ignite.internal.processors.cache.GridCacheAdapter$5                                          
251 143962      1582     java.beans.MethodDescriptor                                                                             
252 143664      5986     org.apache.ignite.internal.processors.query.h2.database.H2Tree$1                                        
253 142720      2230     java.lang.ref.Finalizer                                                                                 
254 140096      1258     org.h2.value.Value[]                                                                                    
255 140096      4378     org.apache.ignite.internal.processors.query.QueryIndexKey                                               
256 137840      6892     org.h2.value.ValueInt                                                                                   
257 137825      5513     org.apache.ignite.internal.util.future.GridFutureAdapter                                                
258 134848      4214     java.util.Collections$UnmodifiableRandomAccessList                                                      
259 132608      64       org.apache.ignite.internal.processors.jobmetrics.GridJobMetricsSnapshot[]                               
260 132440      3311     SomeType35                                                          
261 132088      869      SomeType36                                                         
262 130080      5420     java.util.TreeSet                                                                                       
263 128800      5152     org.h2.expression.ValueExpression                                                                       
264 128712      5363     org.apache.ignite.internal.util.StripedCompositeReadWriteLock$WriteLock                                 
265 128640      1608     org.apache.ignite.internal.processors.query.h2.H2TableDescriptor                                        
266 127629      4401     sun.nio.ch.NativeThreadSet                                                                              
267 126290      730      org.springframework.beans.GenericTypeAwarePropertyDescriptor                                            
268 126280      328      org.apache.xerces.impl.dv.xs.XSSimpleTypeDecl                                                           
269 125840      2628     java.security.cert.Certificate[]                                                                        
270 125264      4514     sun.reflect.generics.tree.TypeArgument[]                                                                
271 125160      5215     javax.cache.configuration.FactoryBuilder$SingletonFactory                                               
272 125136      5214     org.apache.ignite.internal.processors.cache.GridCacheTtlManager$1                                       
273 125136      5214     org.apache.ignite.internal.processors.cache.query.GridCacheDistributedQueryManager$1                    
274 125136      5214     org.apache.ignite.internal.processors.cache.distributed.dht.GridDhtCacheAdapter$3                       
275 125136      5214     org.apache.ignite.internal.processors.cache.query.GridCacheDistributedQueryManager$3                    
276 125136      5214     org.apache.ignite.internal.processors.cache.query.continuous.CacheContinuousQueryManager$1              
277 125136      5214     org.apache.ignite.internal.processors.cache.distributed.dht.GridDhtCacheAdapter$1                       
278 125136      5214     org.apache.ignite.internal.processors.cache.query.GridCacheQueryManager$4                               
279 125136      5214     org.apache.ignite.internal.processors.cache.query.GridCacheDistributedQueryManager$2                    
280 125136      5214     org.apache.ignite.internal.processors.cache.CacheClusterMetricsMXBeanImpl                               
281 125136      5214     org.apache.ignite.internal.processors.cache.CacheLocalMetricsMXBeanImpl                                 
282 125136      5214     org.apache.ignite.internal.processors.cache.distributed.dht.GridCachePartitionedConcurrentMap           
283 125136      5214     SomeType148$DiscoveryListener                 
284 123970      322      org.apache.xerces.impl.dv.xs.XSSimpleTypeDecl                                                           
285 121545      2701     org.h2.expression.Comparison                                                                            
286 120696      1128     org.apache.xerces.impl.xs.opti.ElementImpl                                                              
287 119067      559      SomeType13                                              
288 116843      353      org.apache.ignite.internal.processors.cache.distributed.dht.preloader.GridDhtPartitionsExchangeFuture   
289 110928      4622     java.nio.channels.spi.AbstractInterruptibleChannel$1                                                    
290 109656      4569     com.sun.proxy.$Proxy114                                                                                 
291 108876      633      org.h2.jdbc.JdbcConnection                                                                              
292 108096      4504     sun.reflect.generics.tree.ClassTypeSignature                                                            
293 107568      4482     java.util.concurrent.atomic.AtomicReferenceArray                                                        
294 107136      1674     sun.reflect.generics.repository.MethodRepository                                                        
295 107064      2974     java.lang.Class$AnnotationData                                                                          
296 106896      4454     org.apache.ignite.internal.binary.BinaryFieldMetadata                                                   
297 106456      3802     SomeType37$1                                              
298 105792      4408     java.util.TreeMap$KeySet                                                                                
299 105600      4400     org.apache.ignite.internal.processors.cache.persistence.file.RandomAccessFileIO                         
300 105576      4399     org.apache.ignite.internal.processors.cache.persistence.freelist.PagesList$CutTail                      
301 105120      2920     org.apache.ignite.internal.pagemem.wal.record.CacheState                                                
302 105072      4378     org.apache.ignite.internal.processors.query.QueryIndexDescriptorImpl$1                                  
303 104912      6557     java.lang.ref.ReferenceQueue$Lock                                                                       
304 104192      3256     org.apache.ignite.internal.processors.cache.distributed.dht.atomic.GridDhtAtomicCache$13                
305 104192      3256     org.apache.ignite.internal.processors.cache.distributed.dht.atomic.GridDhtAtomicCache$12                
306 103920      2165     java.util.Collections$UnmodifiableMap                                                                   
307 102072      4253     org.apache.ignite.internal.processors.cache.persistence.freelist.FreeListImpl$WriteRowHandler           
308 102072      4253     org.apache.ignite.internal.processors.cache.persistence.freelist.FreeListImpl$UpdateRowHandler          
309 102072      4253     org.apache.ignite.internal.processors.cache.persistence.freelist.FreeListImpl$RemoveRowHandler          
310 101424      4226     java.util.concurrent.ConcurrentHashMap$EntrySetView                                                     
311 100432      2507     org.h2.expression.Expression[]                                                                          
312 96264       4011     com.sun.proxy.$Proxy111                                                                                 
313 93312       2932     java.lang.reflect.Type[]                                                                                
314 92086       2246     SomeType38                                                                        
315 91936       1352     java.util.WeakHashMap$Entry                                                                             
316 91248       3802     SomeType39                                                   
317 91168       3256     org.apache.ignite.internal.processors.cache.distributed.dht.atomic.GridDhtAtomicCache$1                 
318 91120       670      java.util.jar.JarFile$JarFileEntry                                                                      
319 88209       297      org.apache.ignite.internal.processors.cache.distributed.dht.GridDhtTxPrepareRequest                     
320 88102       1798     SomeType40                                                       
321 87780       1140     sun.nio.cs.UTF_8$Encoder                                                                                
322 87395       227      org.apache.xerces.impl.dv.xs.XSSimpleTypeDecl                                                           
323 85568       1337     java.util.Hashtable                                                                                     
324 85552       1608     org.apache.ignite.internal.processors.query.GridQueryProperty[]                                         
325 85272       3084     sun.reflect.generics.tree.FieldTypeSignature[]                                                          
326 83681       2041     SomeType41                              
327 83312       5207     javax.cache.expiry.EternalExpiryPolicy                                                                  
328 83240       795      org.apache.xerces.impl.xs.opti.NodeImpl[]                                                               
329 82280       1870     java.lang.StackTraceElement                                                                             
330 81520       2038     sun.reflect.generics.reflectiveObjects.ParameterizedTypeImpl                                            
331 80608       2519     SomeType42                                                    
332 80448       1676     sun.reflect.generics.tree.MethodTypeSignature                                                           
333 80145       685      java.beans.PropertyDescriptor                                                                           
334 79310       1442     org.apache.ignite.internal.managers.communication.GridIoMessage                                         
335 79248       1016     org.apache.ignite.spi.discovery.tcp.messages.TcpDiscoveryCustomEventMessage                             
336 79104       3296     java.util.LinkedHashMap$LinkedKeySet                                                                    
337 78750       630      SomeType43                             
338 78750       630      SomeType44                               
339 78336       1088     java.util.WeakHashMap                                                                                   
340 78144       3256     org.apache.ignite.internal.processors.cache.distributed.dht.atomic.GridDhtAtomicCache$14                
341 78144       3256     org.apache.ignite.internal.processors.cache.distributed.dht.atomic.GridDhtAtomicCache$11                
342 78144       3256     org.apache.ignite.internal.processors.cache.distributed.dht.atomic.GridDhtAtomicCache$15                
343 78144       3256     org.apache.ignite.internal.processors.cache.distributed.dht.atomic.GridDhtAtomicCache$8                 
344 78144       3256     org.apache.ignite.internal.processors.cache.distributed.dht.atomic.GridDhtAtomicCache$9                 
345 78144       3256     org.apache.ignite.internal.processors.cache.distributed.dht.atomic.GridDhtAtomicCache$7                 
346 78144       3256     org.apache.ignite.internal.processors.cache.distributed.dht.atomic.GridDhtAtomicCache$10                
347 78144       3256     org.apache.ignite.internal.processors.cache.distributed.dht.atomic.GridDhtAtomicCache$5                 
348 78144       3256     org.apache.ignite.internal.processors.cache.distributed.dht.atomic.GridDhtAtomicCache$6                 
349 78144       3256     org.apache.ignite.internal.processors.cache.distributed.dht.atomic.GridDhtAtomicCache$3                 
350 78144       3256     org.apache.ignite.internal.processors.cache.distributed.dht.atomic.GridDhtAtomicCache$4                 
351 78144       3256     org.apache.ignite.internal.processors.cache.distributed.dht.atomic.GridDhtAtomicCache$2                 
352 77824       2048     org.apache.ignite.internal.processors.query.h2.database.io.H2ExtrasInnerIO                              
353 75480       1258     org.apache.ignite.internal.processors.query.h2.opt.GridH2RowFactory$RowSimple                           
354 74875       599      SomeType45                                    
355 74680       139      char[][]                                                                                                
356 74536       1331     SomeType46                                                            
357 71104       808      org.apache.ignite.internal.cluster.ClusterGroupAdapter                                                  
358 70912       2216     java.util.ArrayDeque                                                                                    
359 70650       1413     org.apache.ignite.cache.affinity.rendezvous.RendezvousAffinityFunction                                  
360 70416       4401     sun.nio.ch.FileDispatcherImpl                                                                           
361 69632       2048     org.apache.ignite.internal.processors.query.h2.database.io.H2ExtrasLeafIO                               
362 69360       510      org.apache.ignite.internal.managers.discovery.DiscoCache                                                
363 69344       148      java.util.concurrent.locks.Lock[]                                                                       
364 68746       929      sun.util.calendar.ZoneInfo                                                                              
365 68200       682      org.apache.ignite.internal.processors.query.h2.opt.GridH2KeyValueRowOnheap                              
366 68080       1840     org.h2.expression.Parameter                                                                             
367 67360       2105     sun.reflect.generics.factory.CoreReflectionFactory                                                      
368 66062       986      org.apache.xerces.impl.xs.opti.AttrImpl                                                                 
369 65536       2048     org.apache.ignite.internal.processors.query.h2.database.io.H2ExtrasInnerIO[]                            
370 65536       2048     org.apache.ignite.internal.processors.query.h2.database.io.H2ExtrasLeafIO[]                             
371 64000       1600     SomeType47                                                        
372 63984       186      org.apache.ignite.internal.ClusterMetricsSnapshot                                                       
373 63975       853      SomeType154                          
374 63631       323      org.apache.ignite.internal.processors.cache.distributed.dht.preloader.GridDhtPartitionsFullMessage      
375 62832       308      org.apache.ignite.internal.processors.cache.distributed.dht.GridDhtTxFinishRequest                      
376 62656       1958     org.apache.ignite.internal.processors.cache.distributed.dht.GridDhtTransactionalCacheAdapter$9          
377 62656       1958     org.apache.ignite.internal.processors.cache.distributed.dht.GridDhtTransactionalCacheAdapter$8          
378 60768       1688     org.apache.ignite.internal.processors.query.QueryTypeIdKey                                              
379 60564       1442     org.apache.ignite.internal.util.nio.GridNioServer$WriteRequestImpl                                      
380 60480       840      java.util.Properties                                                                                    
381 60210       669      java.util.jar.JarFile                                                                                   
382 60164       676      sun.misc.URLClassPath$JarLoader                                                                         
383 59976       2499     SomeType48                              
384 59624       514      com.sun.org.apache.xerces.internal.impl.xs.XSElementDecl                                                
385 59388       2121     java.util.jar.Attributes$Name                                                                           
386 58984       808      SomeType49                                                                        
387 58650       345      org.apache.ignite.spi.discovery.tcp.internal.TcpDiscoveryNode                                           
388 57144       2381     java.lang.Long                                                                                          
389 56400       1175     SomeType53                       
390 56064       2336     java.util.LinkedHashSet                                                                                 
391 54859       461      org.apache.xerces.dom.PSVIAttrNSImpl                                                                    
392 53676       252      SomeType14                                                    
393 53568       1674     sun.reflect.generics.scope.MethodScope                                                                  
394 53544       776      ch.qos.logback.classic.Logger                                                                           
395 53280       360      org.apache.ignite.internal.processors.cache.distributed.dht.GridDhtTxPrepareResponse                    
396 52632       612      SomeType55                                                       
397 52548       906      java.util.zip.Inflater                                                                                  
398 51851       1003     boolean[]                                                                                               
399 51456       1608     org.apache.ignite.internal.processors.cache.query.QueryTable                                            
400 51456       1608     org.apache.ignite.internal.processors.query.h2.H2TypeKey                                                
401 51456       1608     org.apache.ignite.internal.processors.query.h2.database.H2RowFactory                                    
402 51456       1608     org.apache.ignite.internal.processors.query.QueryTypeNameKey                                            
403 51040       3190     SomeType56                                             
404 49344       771      SomeType59                                                                
405 49247       1331     org.h2.expression.ConditionAndOr                                                                        
406 49008       2013     sun.reflect.generics.tree.FormalTypeParameter[]                                                         
407 48456       2019     java.util.jar.Attributes                                                                                
408 48233       139      com.sun.org.apache.xerces.internal.impl.dv.xs.XSSimpleTypeDecl                                          
409 48190       790      org.apache.ignite.internal.processors.cache.distributed.dht.GridDhtTxPrepareFuture$MiniFuture           
410 47360       740      org.apache.ignite.internal.binary.BinarySchema                                                          
411 46992       1958     org.apache.ignite.internal.processors.cache.distributed.dht.colocated.GridDhtColocatedCache$1           
412 46992       1958     org.apache.ignite.internal.processors.cache.distributed.dht.colocated.GridDhtColocatedCache$2           
413 46992       1958     org.apache.ignite.internal.processors.cache.distributed.dht.colocated.GridDhtColocatedCache$3           
414 46992       1958     org.apache.ignite.internal.processors.cache.distributed.dht.GridDhtTransactionalCacheAdapter$7          
415 46992       1958     org.apache.ignite.internal.processors.cache.distributed.dht.GridDhtTransactionalCacheAdapter$6          
416 46992       1958     org.apache.ignite.internal.processors.cache.distributed.dht.GridDhtTransactionalCacheAdapter$3          
417 46992       1958     org.apache.ignite.internal.processors.cache.distributed.dht.GridDhtTransactionalCacheAdapter$5          
418 46992       1958     org.apache.ignite.internal.processors.cache.distributed.dht.GridDhtTransactionalCacheAdapter$4          
419 46992       1958     org.apache.ignite.internal.processors.cache.distributed.dht.GridDhtTransactionalCacheAdapter$2          
420 46992       1958     org.apache.ignite.internal.processors.cache.distributed.dht.GridDhtTransactionalCacheAdapter$1          
421 46355       635      org.h2.engine.UndoLog                                                                                   
422 45962       938      SomeType34$ExternalAffinityCollectionAggregate                     
423 45423       927      java.util.zip.ZipCoder                                                                                  
424 45360       1008     org.h2.expression.ConditionInConstantSet                                                                
425 45248       808      org.apache.ignite.internal.IgniteComputeImpl                                                            
426 44642       202      SomeType15                                          
427 44640       1116     javax.xml.namespace.QName                                                                               
428 44640       279      org.apache.xerces.xs.XSNamedMap[]                                                                       
429 44208       614      sun.misc.Cleaner                                                                                        
430 44000       1100     org.apache.xerces.util.SymbolTable$Entry                                                                
431 43520       1088     org.apache.xerces.util.SymbolTable$Entry                                                                
432 43386       1033     SomeType157                          
433 43172       172      org.springframework.beans.factory.support.RootBeanDefinition                                            
434 42265       535      java.nio.DirectByteBuffer                                                                               
435 41360       220      org.apache.ignite.thread.IgniteThread                                                                   
436 41080       5        net.sf.saxon.om.NamePool$NameEntry[]                                                                    
437 41080       5        net.sf.saxon.om.NamePool$NameEntry[]                                                                    
438 41080       5        net.sf.saxon.om.NamePool$NameEntry[]                                                                    
439 40800       850      org.apache.ignite.internal.binary.BinaryFieldImpl                                                       
440 40512       633      org.h2.util.CloseWatcher                                                                                
441 40464       1676     sun.reflect.generics.tree.TypeSignature[]                                                               
442 40128       2508     SomeType60                                     
443 39534       599      org.apache.xerces.impl.dv.ValidatedInfo                                                                 
444 38986       202      SomeType61                                            
445 38889       261      org.springframework.beans.SimplePropertyDescriptor                                                      
446 38796       732      java.io.ObjectStreamField                                                                               
447 38520       963      org.dom4j.tree.DefaultAttribute                                                                         
448 38304       252      SomeType33                                                           
449 38272       736      org.h2.index.IndexCondition                                                                             
450 38200       955      java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject                                   
451 37944       1054     java.util.Vector                                                                                        
452 37714       173      org.apache.ignite.internal.util.nio.GridSelectorNioSessionImpl                                          
453 37130       790      org.apache.ignite.internal.processors.cache.distributed.GridDistributedTxMapping                        
454 37120       1160     SomeType32                                        
455 36960       660      sun.reflect.generics.reflectiveObjects.WildcardTypeImpl                                                 
456 36476       829      java.math.BigInteger                                                                                    
457 36080       902      sun.security.x509.RDN                                                                                   
458 35992       66       java.lang.String[][]                                                                                    
459 35917       733      org.apache.ignite.internal.binary.BinaryObjectImpl                                                      
460 35629       869      SomeType27                                              
461 35328       384      org.apache.ignite.internal.processors.cache.distributed.dht.GridDhtTxFinishResponse                     
462 35316       218      sun.nio.ch.SocketChannelImpl                                                                            
463 35080       350      java.security.ProtectionDomain[]                                                                        
464 34640       866      SomeType31                     
465 34504       432      org.apache.ignite.internal.processors.cache.distributed.dht.GridDhtLocalPartition[]                     
466 34336       592      java.security.ProtectionDomain                                                                          
467 34320       858      java.net.InetAddress$InetAddressHolder                                                                  
468 34016       1063     org.h2.value.ValueTimestamp                                                                             
469 33855       915      sun.security.util.DerValue                                                                              
470 33792       1024     org.apache.ignite.spi.discovery.tcp.ServerImpl$PendingMessage                                           
471 33696       702      org.apache.xerces.xni.QName                                                                             
472 33696       702      org.apache.xerces.xni.QName                                                                             
473 33075       189      java.io.ObjectStreamClass                                                                               
474 33040       590      java.security.CodeSource                                                                                
475 33040       826      org.apache.xerces.util.SymbolTable$Entry                                                                
476 33032       15       short[][]                                                                                               
477 32940       915      sun.security.util.DerInputBuffer                                                                        
478 32928       2058     SomeType23                               
479 32736       682      org.h2.value.ValueJavaObject$NotSerialized                                                              
480 32648       404      org.apache.xerces.util.SymbolHash$Entry[]                                                               
481 32504       173      int[][]                                                                                                 
482 32320       808      SomeType12                                                                 
483 32256       1008     org.h2.expression.ConditionInConstantSet$1                                                              
484 32200       322      org.apache.ignite.internal.events.DiscoveryCustomEvent                                                  
485 32186       418      java.util.concurrent.ConcurrentHashMap$TreeNode                                                         
486 31828       146      org.apache.ignite.internal.processors.cache.persistence.MetadataStorage$MetaTree                        
487 31476       258      sun.net.www.protocol.jar.URLJarFile                                                                     
488 30877       401      org.apache.ignite.internal.binary.BinaryMetadata                                                        
489 30732       591      java.util.concurrent.locks.AbstractQueuedSynchronizer$Node                                              
490 30545       205      java.util.GregorianCalendar                                                                             
491 30448       176      org.springframework.beans.GenericTypeAwarePropertyDescriptor                                            
492 30420       845      sun.reflect.NativeConstructorAccessorImpl                                                               
493 30240       336      org.springframework.beans.PropertyValue                                                                 
494 29928       1247     java.util.LinkedHashMap$LinkedValues                                                                    
495 29744       676      org.apache.ignite.internal.processors.cache.distributed.dht.preloader.GridDhtPartitionExchangeId        
496 29350       587      com.sun.org.apache.xerces.internal.impl.xs.XSParticleDecl                                               
497 28920       723      org.apache.xerces.util.SymbolHash$Entry                                                                 
498 28864       902      sun.security.x509.AVA[]                                                                                 
499 28864       902      sun.security.x509.AVA                                                                                   
500 28800       320      org.springframework.beans.PropertyValue                                                                 

Wed Nov 29 16:03:57 NOVT 2017 Biggest classes collected. Mapping...
Wed Nov 29 16:05:55 NOVT 2017 Biggest classes mapped, search for holding objects...
Wed Nov 29 16:09:47 NOVT 2017 Next step:
{java.util.BitSet,long[]}, size=15549369703, count=2142803}
{org.apache.ignite.internal.processors.cache.distributed.dht.preloader.CachePartitionFullCountersMap,long[]}, size=5157514944, count=13664}
{java.util.ArrayList,java.lang.Object[]}, size=1838952968, count=5106583}
{java.util.concurrent.atomic.AtomicReferenceArray,java.lang.Object[]}, size=22844016, count=4482}
{org.apache.ignite.internal.pagemem.wal.record.CacheState,long[]}, size=21257760, count=2920}
{java.util.ArrayDeque,java.lang.Object[]}, size=16039744, count=2216}
{java.util.concurrent.atomic.AtomicLongArray,long[]}, size=4339456, count=20872}
{java.util.concurrent.CopyOnWriteArrayList,java.lang.Object[]}, size=4121432, count=71838}
{javax.management.ImmutableDescriptor,java.lang.Object[]}, size=900968, count=10752}
{sun.util.calendar.ZoneInfo,long[]}, size=608850, count=893}
{java.util.Vector,java.lang.Object[]}, size=444464, count=1054}
{sun.nio.ch.NativeThreadSet,long[]}, size=303717, count=4401}
{org.apache.ignite.internal.util.nio.GridSelectorNioSessionImpl,java.lang.Object[]}, size=130442, count=173}
{org.apache.ignite.internal.util.tostring.GridToStringThreadLocal,java.lang.Object[]}, size=63440, count=305}
{java.util.Stack,java.lang.Object[]}, size=37440, count=212}
{org.apache.xerces.util.AugmentationsImpl$SmallContainer,java.lang.Object[]}, size=23956, count=113}
{org.apache.xerces.util.AugmentationsImpl$SmallContainer,java.lang.Object[]}, size=23956, count=113}
{net.sf.saxon.tree.util.AttributeCollectionImpl,long[]}, size=23664, count=234}
{net.sf.saxon.tree.util.AttributeCollectionImpl,long[]}, size=23664, count=234}
{net.sf.saxon.tree.util.AttributeCollectionImpl,long[]}, size=23664, count=234}
{org.apache.ignite.internal.util.GridHandleTable,java.lang.Object[]}, size=20984, count=122}
{org.apache.xerces.util.AugmentationsImpl$SmallContainer,java.lang.Object[]}, size=19292, count=91}
{org.apache.ignite.internal.marshaller.optimized.OptimizedObjectInputStream$HandleTable,java.lang.Object[]}, size=18744, count=122}
{org.apache.ignite.internal.util.GridLongList,long[]}, size=18480, count=308}
{java.io.ObjectStreamClass$FieldReflector,long[]}, size=13924, count=77}
{org.springframework.beans.factory.support.RootBeanDefinition,java.lang.Object[]}, size=13250, count=46}
{java.lang.invoke.LambdaForm$Name,java.lang.Object[]}, size=12546, count=129}
{net.sf.saxon.z.IntHashMap,java.lang.Object[]}, size=11680, count=12}
{net.sf.saxon.z.IntHashMap,java.lang.Object[]}, size=11680, count=12}
{net.sf.saxon.z.IntHashMap,java.lang.Object[]}, size=11680, count=12}
{com.sun.istack.FinalArrayList,java.lang.Object[]}, size=10880, count=80}
{com.sun.istack.FinalArrayList,java.lang.Object[]}, size=10880, count=80}
{com.sun.istack.FinalArrayList,java.lang.Object[]}, size=10880, count=80}
{java.util.IdentityHashMap,java.lang.Object[]}, size=10864, count=19}
{org.eclipse.jetty.util.ArrayTrie,java.lang.Object[]}, size=9591, count=5}
{org.springframework.beans.factory.support.RootBeanDefinition,java.lang.Object[]}, size=9021, count=31}
{sun.nio.cs.StandardCharsets$Aliases,java.lang.Object[]}, size=8272, count=1}
{com.sun.org.apache.xerces.internal.impl.xs.models.XSDFACM,java.lang.Object[]}, size=7908, count=35}
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Wed Nov 29 16:20:32 NOVT 2017 Next step:
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Wed Nov 29 17:03:08 NOVT 2017 Next step:
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