1 /*
   2  * Copyright (c) 2018, Oracle and/or its affiliates. All rights reserved.
   3  *
   4  * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER.
   5  *
   6  * The contents of this file are subject to the terms of either the Universal Permissive License
   7  * v 1.0 as shown at http://oss.oracle.com/licenses/upl
   8  *
   9  * or the following license:
  10  *
  11  * Redistribution and use in source and binary forms, with or without modification, are permitted
  12  * provided that the following conditions are met:
  13  *
  14  * 1. Redistributions of source code must retain the above copyright notice, this list of conditions
  15  * and the following disclaimer.
  16  *
  17  * 2. Redistributions in binary form must reproduce the above copyright notice, this list of
  18  * conditions and the following disclaimer in the documentation and/or other materials provided with
  19  * the distribution.
  20  *
  21  * 3. Neither the name of the copyright holder nor the names of its contributors may be used to
  22  * endorse or promote products derived from this software without specific prior written permission.
  23  *
  24  * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR
  25  * IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND
  26  * FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR
  27  * CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
  28  * DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
  29  * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,
  30  * WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY
  31  * WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
  32  */
  33 package org.openjdk.jmc.flightrecorder.jdk;
  34 
  35 import static org.openjdk.jmc.common.item.Aggregators.avg;
  36 import static org.openjdk.jmc.common.item.Aggregators.distinctAsString;
  37 import static org.openjdk.jmc.common.item.Aggregators.filter;
  38 import static org.openjdk.jmc.common.item.Aggregators.max;
  39 import static org.openjdk.jmc.common.item.Aggregators.min;
  40 import static org.openjdk.jmc.common.item.Aggregators.or;
  41 import static org.openjdk.jmc.common.item.Aggregators.sum;
  42 import static org.openjdk.jmc.flightrecorder.JfrAttributes.DURATION;
  43 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.CONCURRENT_GC_THREADS;
  44 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.FLAG_NAME;
  45 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.FLAG_VALUE_BOOLEAN;
  46 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.FLAG_VALUE_NUMBER;
  47 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.GC_TIME_RATIO;
  48 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.HEAP_ADDRESS_SIZE;
  49 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.HEAP_INITIAL_SIZE;
  50 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.HEAP_MAX_SIZE;
  51 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.HEAP_MIN_SIZE;
  52 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.HEAP_OBJECT_ALIGNMENT;
  53 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.HEAP_TOTAL;
  54 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.HEAP_USED;
  55 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.HW_THREADS;
  56 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.IO_ADDRESS;
  57 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.IO_FILE_BYTES_READ;
  58 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.IO_FILE_BYTES_WRITTEN;
  59 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.IO_HOST;
  60 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.IO_PORT;
  61 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.IO_SOCKET_BYTES_READ;
  62 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.IO_SOCKET_BYTES_WRITTEN;
  63 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.NEW_RATIO;
  64 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.NUMBER_OF_CORES;
  65 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.NUMBER_OF_SOCKETS;
  66 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.PARALLEL_GC_THREADS;
  67 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.TENURING_THRESHOLD_INITIAL;
  68 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.TENURING_THRESHOLD_MAXIMUM;
  69 import static org.openjdk.jmc.flightrecorder.jdk.JdkAttributes.TLAB_REFILL_WASTE_LIMIT;
  70 import static org.openjdk.jmc.flightrecorder.jdk.JdkFilters.AFTER_GC;
  71 import static org.openjdk.jmc.flightrecorder.jdk.JdkFilters.ALLOC_INSIDE_TLAB;
  72 import static org.openjdk.jmc.flightrecorder.jdk.JdkFilters.ALLOC_OUTSIDE_TLAB;
  73 import static org.openjdk.jmc.flightrecorder.jdk.JdkFilters.BEFORE_GC;
  74 import static org.openjdk.jmc.flightrecorder.jdk.JdkFilters.CODE_CACHE_FULL;
  75 import static org.openjdk.jmc.flightrecorder.jdk.JdkFilters.SOCKET_READ_OR_WRITE;
  76 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.BOOLEAN_FLAG;
  77 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.CPU_INFORMATION;
  78 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.FILE_READ;
  79 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.FILE_WRITE;
  80 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.GC_CONF;
  81 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.GC_CONF_SURVIVOR;
  82 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.GC_CONF_TLAB;
  83 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.GC_CONF_YOUNG_GENERATION;
  84 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.GC_PAUSE;
  85 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.HEAP_CONF;
  86 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.HEAP_SUMMARY;
  87 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.OBJECT_COUNT;
  88 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.OS_INFORMATION;
  89 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.OS_MEMORY_SUMMARY;
  90 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.SOCKET_READ;
  91 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.SOCKET_WRITE;
  92 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.ULONG_FLAG;
  93 import static org.openjdk.jmc.flightrecorder.jdk.JdkTypeIDs.VM_INFO;
  94 
  95 import java.text.MessageFormat;
  96 
  97 import org.openjdk.jmc.common.item.Aggregators;
  98 import org.openjdk.jmc.common.item.IAccessorFactory;
  99 import org.openjdk.jmc.common.item.IAggregator;
 100 import org.openjdk.jmc.common.item.IAttribute;
 101 import org.openjdk.jmc.common.item.IMemberAccessor;
 102 import org.openjdk.jmc.common.item.IType;
 103 import org.openjdk.jmc.common.item.ItemFilters;
 104 import org.openjdk.jmc.common.unit.IQuantity;
 105 import org.openjdk.jmc.common.unit.UnitLookup;
 106 import org.openjdk.jmc.flightrecorder.JfrAttributes;
 107 import org.openjdk.jmc.flightrecorder.jdk.messages.internal.Messages;
 108 
 109 /**
 110  * Various useful aggregators based on JDK flight recorder data.
 111  */
 112 public final class JdkAggregators {
 113 
 114         // VM Info
 115         public static final IAggregator<String, ?> JVM_NAME = distinctAsString(VM_INFO, JdkAttributes.JVM_NAME);
 116         public static final IAggregator<IQuantity, ?> JVM_START_TIME = min(JdkAttributes.JVM_START_TIME.getName(), null,
 117                         VM_INFO, JdkAttributes.JVM_START_TIME);
 118         public static final IAggregator<String, ?> JVM_VERSION = distinctAsString(VM_INFO, JdkAttributes.JVM_VERSION);
 119         public static final IAggregator<String, ?> JAVA_ARGUMENTS = distinctAsString(VM_INFO, JdkAttributes.JAVA_ARGUMENTS);
 120         public static final IAggregator<String, ?> JVM_ARGUMENTS = distinctAsString(VM_INFO, JdkAttributes.JVM_ARGUMENTS);
 121         // CPU info
 122         public static final IAggregator<IQuantity, ?> MIN_HW_THREADS = min(HW_THREADS.getName(), null, CPU_INFORMATION,
 123                         HW_THREADS);
 124         public static final IAggregator<IQuantity, ?> MIN_NUMBER_OF_CORES = min(NUMBER_OF_CORES.getName(), null,
 125                         CPU_INFORMATION, NUMBER_OF_CORES);
 126         public static final IAggregator<IQuantity, ?> MIN_NUMBER_OF_SOCKETS = min(NUMBER_OF_SOCKETS.getName(), null,
 127                         CPU_INFORMATION, NUMBER_OF_SOCKETS);
 128         public static final IAggregator<String, ?> CPU_DESCRIPTION = distinctAsString(CPU_INFORMATION,
 129                         JdkAttributes.CPU_DESCRIPTION);
 130         public static final IAggregator<String, ?> CPU_TYPE = distinctAsString(CPU_INFORMATION, JdkAttributes.CPU_TYPE);
 131         // OS info
 132         public static final IAggregator<String, ?> OS_VERSION = distinctAsString(OS_INFORMATION, JdkAttributes.OS_VERSION);
 133         public static final IAggregator<IQuantity, ?> MAX_USED_MEMORY = max(
 134                         Messages.getString(Messages.AGGR_MAX_USED_MEMORY), null, OS_MEMORY_SUMMARY, JdkAttributes.OS_MEMORY_USED);
 135         public static final IAggregator<IQuantity, ?> MIN_TOTAL_MEMORY = min(
 136                         Messages.getString(Messages.AGGR_MIN_TOTAL_MEMORY), null, OS_MEMORY_SUMMARY, JdkAttributes.OS_MEMORY_TOTAL);
 137         // Heap config
 138         public static final IAggregator<IQuantity, ?> HEAP_CONF_MAX_SIZE = max(HEAP_MAX_SIZE.getName(), null, HEAP_CONF,
 139                         HEAP_MAX_SIZE);
 140         public static final IAggregator<IQuantity, ?> HEAP_CONF_MIN_SIZE = min(HEAP_MIN_SIZE.getName(), null, HEAP_CONF,
 141                         HEAP_MIN_SIZE);
 142         public static final IAggregator<IQuantity, ?> HEAP_CONF_INITIAL_SIZE_MIN = min(HEAP_INITIAL_SIZE.getName(), null,
 143                         HEAP_CONF, HEAP_INITIAL_SIZE);
 144         public static final IAggregator<IQuantity, ?> HEAP_OBJECT_ALIGNMENT_MIN = min(HEAP_OBJECT_ALIGNMENT.getName(), null,
 145                         HEAP_CONF, HEAP_OBJECT_ALIGNMENT);
 146         public static final IAggregator<IQuantity, ?> HEAP_ADDRESS_SIZE_MIN = min(HEAP_ADDRESS_SIZE.getName(), null,
 147                         HEAP_CONF, HEAP_ADDRESS_SIZE);
 148         public static final IAggregator<Boolean, ?> USE_COMPRESSED_OOPS = or(HEAP_CONF,
 149                         JdkAttributes.HEAP_USE_COMPRESSED_OOPS);
 150         public static final IAggregator<String, ?> COMPRESSED_OOPS_MODE = distinctAsString(HEAP_CONF,
 151                         JdkAttributes.HEAP_COMPRESSED_OOPS_MODE);
 152         // GC config
 153         public static final IAggregator<String, ?> OLD_COLLECTOR = distinctAsString(GC_CONF, JdkAttributes.OLD_COLLECTOR);
 154         public static final IAggregator<String, ?> YOUNG_COLLECTOR = distinctAsString(GC_CONF,
 155                         JdkAttributes.YOUNG_COLLECTOR);
 156         public static final IAggregator<IQuantity, ?> PARALLEL_GC_THREAD_COUNT_MAX = max(GC_CONF, PARALLEL_GC_THREADS);
 157         public static final IAggregator<IQuantity, ?> PARALLEL_GC_THREAD_COUNT_MIN = min(PARALLEL_GC_THREADS.getName(),
 158                         null, GC_CONF, PARALLEL_GC_THREADS);
 159         public static final IAggregator<IQuantity, ?> CONCURRENT_GC_THREAD_COUNT_MIN = min(CONCURRENT_GC_THREADS.getName(),
 160                         null, GC_CONF, CONCURRENT_GC_THREADS);
 161         public static final IAggregator<Boolean, ?> EXPLICIT_GC_CONCURRENT = or(GC_CONF,
 162                         JdkAttributes.EXPLICIT_GC_CONCURRENT);
 163         public static final IAggregator<Boolean, ?> EXPLICIT_GC_DISABLED = or(GC_CONF, JdkAttributes.EXPLICIT_GC_DISABLED);
 164         public static final IAggregator<Boolean, ?> USE_DYNAMIC_GC_THREADS = or(GC_CONF,
 165                         JdkAttributes.USE_DYNAMIC_GC_THREADS);
 166         public static final IAggregator<IQuantity, ?> GC_TIME_RATIO_MIN = min(GC_TIME_RATIO.getName(), null, GC_CONF,
 167                         GC_TIME_RATIO);
 168         public static final IAggregator<IQuantity, ?> YOUNG_GENERATION_MIN_SIZE = max(
 169                         JdkAttributes.YOUNG_GENERATION_MIN_SIZE.getName(), null, GC_CONF_YOUNG_GENERATION,
 170                         JdkAttributes.YOUNG_GENERATION_MIN_SIZE);
 171         public static final IAggregator<IQuantity, ?> YOUNG_GENERATION_MAX_SIZE = min(
 172                         JdkAttributes.YOUNG_GENERATION_MAX_SIZE.getName(), null, GC_CONF_YOUNG_GENERATION,
 173                         JdkAttributes.YOUNG_GENERATION_MIN_SIZE);
 174         public static final IAggregator<IQuantity, ?> NEW_RATIO_MIN = min(NEW_RATIO.getName(), null,
 175                         GC_CONF_YOUNG_GENERATION, NEW_RATIO);
 176         public static final IAggregator<IQuantity, ?> TENURING_THRESHOLD_INITIAL_MIN = min(
 177                         TENURING_THRESHOLD_INITIAL.getName(), null, GC_CONF_SURVIVOR, TENURING_THRESHOLD_INITIAL);
 178         public static final IAggregator<IQuantity, ?> TENURING_THRESHOLD_MAX = max(TENURING_THRESHOLD_MAXIMUM.getName(),
 179                         null, GC_CONF_SURVIVOR, TENURING_THRESHOLD_MAXIMUM);
 180         public static final IAggregator<Boolean, ?> USES_TLABS = or(GC_CONF_TLAB, JdkAttributes.USES_TLABS);
 181         public static final IAggregator<IQuantity, ?> TLAB_MIN_SIZE = min(JdkAttributes.TLAB_MIN_SIZE.getName(), null,
 182                         GC_CONF_TLAB, JdkAttributes.TLAB_MIN_SIZE);
 183         public static final IAggregator<IQuantity, ?> TLAB_REFILL_WASTE_LIMIT_MIN = min(TLAB_REFILL_WASTE_LIMIT.getName(),
 184                         null, GC_CONF_TLAB, TLAB_REFILL_WASTE_LIMIT);
 185         // Other
 186         public static final IAggregator<IQuantity, ?> AVG_HEAP_USED_BEFORE_GC = filter(
 187                         Messages.getString(Messages.AGGR_AVG_HEAP_USED_BEFORE_GC), null, avg(HEAP_SUMMARY, HEAP_USED), BEFORE_GC);
 188         public static final IAggregator<IQuantity, ?> AVG_HEAP_USED_AFTER_GC = filter(
 189                         Messages.getString(Messages.AGGR_AVG_HEAP_USED_AFTER_GC), null, avg(HEAP_SUMMARY, HEAP_USED), AFTER_GC);
 190         public static final IAggregator<IQuantity, ?> SUM_HEAP_USED_BEFORE_GC = filter("SUM_HEAP_USED_BEFORE_GC", null, //$NON-NLS-1$
 191                         sum(HEAP_SUMMARY, HEAP_USED), BEFORE_GC);
 192         public static final IAggregator<IQuantity, ?> SUM_HEAP_USED_AFTER_GC = filter("SUM_HEAP_USED_AFTER_GC", null, //$NON-NLS-1$
 193                         sum(HEAP_SUMMARY, HEAP_USED), AFTER_GC);
 194 
 195         public static final IAggregator<IQuantity, ?> OBJECT_COUNT_MAX_SIZE = max(
 196                         Messages.getString(Messages.AGGR_OBJECT_COUNT_MAX_SIZE),
 197                         Messages.getString(Messages.AGGR_OBJECT_COUNT_MAX_SIZE_DESC), OBJECT_COUNT, HEAP_TOTAL);
 198         public static final IAggregator<IQuantity, ?> OBJECT_COUNT_MAX_INSTANCES = max(
 199                         Messages.getString(Messages.AGGR_OBJECT_COUNT_MAX_INSTANCES),
 200                         Messages.getString(Messages.AGGR_OBJECT_COUNT_MAX_INSTANCES_DESC), OBJECT_COUNT, JdkAttributes.COUNT);
 201         public static final IAggregator<Boolean, ?> UNLOCK_EXPERIMENTAL_VM_OPTIONS = filter(
 202                         Messages.getString(Messages.AGGR_UNLOCK_EXPERIMENTAL_VM_OPTIONS), null,
 203                         or(BOOLEAN_FLAG, FLAG_VALUE_BOOLEAN), ItemFilters.equals(FLAG_NAME, "UnlockExperimentalVMOptions")); //$NON-NLS-1$
 204         public static final IAggregator<Boolean, ?> IGNORE_UNRECOGNIZED_VM_OPTIONS = filter(
 205                         Messages.getString(Messages.AGGR_IGNORE_UNRECOGNIZED_VM_OPTIONS), null,
 206                         or(BOOLEAN_FLAG, FLAG_VALUE_BOOLEAN), ItemFilters.equals(FLAG_NAME, "IgnoreUnrecognizedVMOptions")); //$NON-NLS-1$
 207         public static final IAggregator<Boolean, ?> USE_STRING_DEDUPLICATION = filter("UseStringDeduplication", null, //$NON-NLS-1$
 208                         or(BOOLEAN_FLAG, FLAG_VALUE_BOOLEAN), ItemFilters.equals(FLAG_NAME, "UseStringDeduplication")); //$NON-NLS-1$
 209         public static final IAggregator<Boolean, ?> USE_G1_GC = filter("UseG1GC", null, //$NON-NLS-1$
 210                         or(BOOLEAN_FLAG, FLAG_VALUE_BOOLEAN), ItemFilters.equals(FLAG_NAME, "UseG1GC")); //$NON-NLS-1$
 211         public static final IAggregator<Boolean, ?> COMPACT_STRINGS = filter("CompactStrings", null, //$NON-NLS-1$
 212                         or(BOOLEAN_FLAG, FLAG_VALUE_BOOLEAN), ItemFilters.equals(FLAG_NAME, "CompactStrings")); //$NON-NLS-1$
 213         public static final IAggregator<IQuantity, ?> LARGEST_MAX_HEAP_SIZE_FROM_FLAG = filter(
 214                         Messages.getString(Messages.AGGR_LARGEST_MAX_HEAP_SIZE_FROM_FLAG), null, max(ULONG_FLAG, FLAG_VALUE_NUMBER),
 215                         ItemFilters.equals(FLAG_NAME, "MaxHeapSize")); //$NON-NLS-1$
 216         public static final IAggregator<IQuantity, ?> OUTSIDE_TLAB_COUNT = Aggregators.count(
 217                         Messages.getString(Messages.AGGR_OUTSIDE_TLAB_COUNT),
 218                         Messages.getString(Messages.AGGR_OUTSIDE_TLAB_COUNT_DESC), ALLOC_OUTSIDE_TLAB);
 219         public static final IAggregator<IQuantity, ?> INSIDE_TLAB_COUNT = Aggregators.count(
 220                         Messages.getString(Messages.AGGR_INSIDE_TLAB_COUNT),
 221                         Messages.getString(Messages.AGGR_INSIDE_TLAB_COUNT_DESC), ALLOC_INSIDE_TLAB);
 222         public static final IAggregator<IQuantity, ?> FILE_WRITE_LONGEST = Aggregators.max(FILE_WRITE, DURATION);
 223         public static final IAggregator<IQuantity, ?> FILE_READ_LONGEST = Aggregators.max(FILE_READ, DURATION);
 224         public static final IAggregator<IQuantity, ?> FILE_WRITE_SIZE = Aggregators.sum(
 225                         Messages.getString(Messages.AGGR_FILE_WRITE_SIZE), Messages.getString(Messages.AGGR_FILE_WRITE_SIZE_DESC),
 226                         FILE_WRITE, IO_FILE_BYTES_WRITTEN);
 227         public static final IAggregator<IQuantity, ?> FILE_READ_SIZE = Aggregators.sum(
 228                         Messages.getString(Messages.AGGR_FILE_READ_SIZE), Messages.getString(Messages.AGGR_FILE_READ_SIZE_DESC),
 229                         FILE_READ, IO_FILE_BYTES_READ);
 230         public static final IAggregator<IQuantity, ?> FILE_WRITE_COUNT = Aggregators.count(
 231                         Messages.getString(Messages.AGGR_FILE_WRITE_COUNT), Messages.getString(Messages.AGGR_FILE_WRITE_COUNT_DESC),
 232                         JdkFilters.FILE_WRITE);
 233         public static final IAggregator<IQuantity, ?> FILE_READ_COUNT = Aggregators.count(
 234                         Messages.getString(Messages.AGGR_FILE_READ_COUNT), Messages.getString(Messages.AGGR_FILE_READ_COUNT_DESC),
 235                         JdkFilters.FILE_READ);
 236         public static final IAggregator<IQuantity, ?> ERROR_COUNT = Aggregators.count(
 237                         Messages.getString(Messages.AGGR_ERROR_COUNT), Messages.getString(Messages.AGGR_ERROR_COUNT_DESC),
 238                         JdkFilters.ERRORS);
 239         public static final IAggregator<IQuantity, ?> EXCEPTIONS_COUNT = Aggregators.count(
 240                         Messages.getString(Messages.AGGR_EXCEPTIONS_COUNT), Messages.getString(Messages.AGGR_EXCEPTIONS_COUNT_DESC),
 241                         JdkFilters.EXCEPTIONS);
 242         public static final IAggregator<IQuantity, ?> THROWABLES_COUNT = Aggregators.count(
 243                         Messages.getString(Messages.AGGR_THROWABLES_COUNT), Messages.getString(Messages.AGGR_THROWABLES_COUNT_DESC),
 244                         JdkFilters.THROWABLES);
 245         public static final IAggregator<IQuantity, ?> CODE_CACHE_FULL_COUNT = Aggregators.count(
 246                         Messages.getString(Messages.AGGR_CODE_CACHE_FULL_COUNT),
 247                         Messages.getString(Messages.AGGR_CODE_CACHE_FULL_COUNT_DESC), CODE_CACHE_FULL);
 248         public static final IAggregator<IQuantity, ?> SOCKET_WRITE_LONGEST = Aggregators.max(SOCKET_WRITE, DURATION);
 249         public static final IAggregator<IQuantity, ?> SOCKET_READ_LONGEST = Aggregators.max(SOCKET_READ, DURATION);
 250         public static final IAggregator<IQuantity, ?> SOCKET_WRITE_SIZE = Aggregators.sum(
 251                         Messages.getString(Messages.AGGR_SOCKET_WRITE_SIZE),
 252                         Messages.getString(Messages.AGGR_SOCKET_WRITE_SIZE_DESC), SOCKET_WRITE, IO_SOCKET_BYTES_WRITTEN);
 253         public static final IAggregator<IQuantity, ?> SOCKET_READ_SIZE = Aggregators.sum(
 254                         Messages.getString(Messages.AGGR_SOCKET_READ_SIZE), Messages.getString(Messages.AGGR_SOCKET_READ_SIZE_DESC),
 255                         SOCKET_READ, IO_SOCKET_BYTES_READ);
 256         public static final IAggregator<IQuantity, ?> SOCKET_WRITE_COUNT = Aggregators.count(
 257                         Messages.getString(Messages.AGGR_SOCKET_WRITE_COUNT),
 258                         Messages.getString(Messages.AGGR_SOCKET_WRITE_COUNT_DESC), JdkFilters.SOCKET_WRITE);
 259         public static final IAggregator<IQuantity, ?> SOCKET_READ_COUNT = Aggregators.count(
 260                         Messages.getString(Messages.AGGR_SOCKET_READ_COUNT),
 261                         Messages.getString(Messages.AGGR_SOCKET_READ_COUNT_DESC), JdkFilters.SOCKET_READ);
 262         public static final IAggregator<IQuantity, ?> NUMBER_OF_DISTINCT_PORTS = Aggregators
 263                         .filter(Aggregators.countDistinct(Messages.getString(Messages.AGGR_NUMBER_OF_DISTINCT_PORTS),
 264                                         Messages.getString(Messages.AGGR_NUMBER_OF_DISTINCT_PORTS_DESC), IO_PORT), SOCKET_READ_OR_WRITE);
 265         public static final IAggregator<IQuantity, ?> NUMBER_OF_DISTINCT_HOSTS = Aggregators
 266                         .filter(Aggregators.countDistinct(Messages.getString(Messages.AGGR_NUMBER_OF_DISTINCT_HOSTS),
 267                                         Messages.getString(Messages.AGGR_NUMBER_OF_DISTINCT_HOSTS_DESC), IO_ADDRESS), SOCKET_READ_OR_WRITE);
 268         public static final IAggregator<String, ?> HOST_NAMES_DISTINCT = Aggregators
 269                         .filter(Aggregators.distinctAsString(IO_HOST, ","), SOCKET_READ_OR_WRITE); //$NON-NLS-1$
 270         public static final IAggregator<IQuantity, ?> LONGEST_GC_PAUSE = Aggregators.max(
 271                         Messages.getString(Messages.AGGR_LONGEST_GC_PAUSE), Messages.getString(Messages.AGGR_LONGEST_GC_PAUSE_DESC),
 272                         GC_PAUSE, DURATION);
 273         public static final IAggregator<IQuantity, ?> TOTAL_GC_PAUSE = Aggregators.sum(
 274                         Messages.getString(Messages.AGGR_TOTAL_GC_PAUSE), Messages.getString(Messages.AGGR_TOTAL_GC_PAUSE_DESC),
 275                         GC_PAUSE, DURATION);
 276 
 277         public static final IAggregator<IQuantity, ?> JFR_DATA_LOST_COUNT = Aggregators.count(
 278                         Messages.getString(Messages.AGGR_JFR_DATA_LOST_COUNT),
 279                         Messages.getString(Messages.AGGR_JFR_DATA_LOST_COUNT_DESC), JdkFilters.JFR_DATA_LOST);
 280         public static final IAggregator<IQuantity, ?> FLR_DATA_LOST_SIZE = Aggregators.sum(
 281                         Messages.getString(Messages.AGGR_FLR_DATA_LOST_SIZE),
 282                         Messages.getString(Messages.AGGR_FLR_DATA_LOST_SIZE_DESC), JdkTypeIDs.JFR_DATA_LOST,
 283                         JfrAttributes.FLR_DATA_LOST);
 284         public static final IAggregator<IQuantity, ?> AVG_JVM_USER_CPU = Aggregators.avg(JdkTypeIDs.CPU_LOAD,
 285                         JdkAttributes.JVM_USER);
 286         public static final IAggregator<IQuantity, ?> AVG_JVM_TOTAL_CPU = Aggregators.avg(JdkTypeIDs.CPU_LOAD,
 287                         JdkAttributes.JVM_TOTAL);
 288         public static final IAggregator<IQuantity, ?> EXECUTION_SAMPLE_COUNT = Aggregators.count(
 289                         Messages.getString(Messages.AGGR_EXECUTION_SAMPLE_COUNT),
 290                         Messages.getString(Messages.AGGR_EXECUTION_SAMPLE_COUNT_DESC), JdkFilters.EXECUTION_SAMPLE);
 291         public static final IAggregator<IQuantity, ?> METASPACE_OOM_COUNT = Aggregators.count(
 292                         Messages.getString(Messages.AGGR_METASPACE_OOM_COUNT),
 293                         Messages.getString(Messages.AGGR_METASPACE_OOM_COUNT_DESC), JdkFilters.METASPACE_OOM);
 294         public static final IAggregator<IQuantity, ?> TOTAL_BLOCKED_TIME = Aggregators.sum(
 295                         Messages.getString(Messages.AGGR_TOTAL_BLOCKED_TIME),
 296                         Messages.getString(Messages.AGGR_TOTAL_BLOCKED_TIME_DESC), JdkTypeIDs.MONITOR_ENTER, DURATION);
 297         public static final IAggregator<IQuantity, ?> TOTAL_BLOCKED_COUNT = Aggregators.count(
 298                         Messages.getString(Messages.AGGR_TOTAL_BLOCKED_COUNT),
 299                         Messages.getString(Messages.AGGR_TOTAL_BLOCKED_COUNT_DESC), JdkFilters.MONITOR_ENTER);
 300         public static final IAggregator<IQuantity, ?> MAX_BLOCKED_TIME = Aggregators.max(
 301                         Messages.getString(Messages.AGGR_MAX_BLOCKED_TIME), Messages.getString(Messages.AGGR_MAX_BLOCKED_TIME_DESC),
 302                         JdkTypeIDs.MONITOR_ENTER, DURATION);
 303         public static final IAggregator<IQuantity, ?> AVG_BLOCKED_TIME = Aggregators.avg(
 304                         Messages.getString(Messages.AGGR_AVG_BLOCKED_TIME), Messages.getString(Messages.AGGR_AVG_BLOCKED_TIME_DESC),
 305                         JdkTypeIDs.MONITOR_ENTER, DURATION);
 306         public static final IAggregator<IQuantity, ?> STDDEV_BLOCKED_TIME = Aggregators.stddevp(
 307                         Messages.getString(Messages.AGGR_STDDEV_BLOCKED_TIME),
 308                         Messages.getString(Messages.AGGR_STDDEV_BLOCKED_TIME_DESC), DURATION);
 309         public static final IAggregator<IQuantity, ?> ALLOC_INSIDE_TLAB_AVG = Aggregators.avg(
 310                         Messages.getString(Messages.AGGR_ALLOC_INSIDE_TLAB_AVG),
 311                         Messages.getString(Messages.AGGR_ALLOC_INSIDE_TLAB_AVG_DESC), JdkTypeIDs.ALLOC_INSIDE_TLAB,
 312                         JdkAttributes.ALLOCATION_SIZE);
 313         public static final IAggregator<IQuantity, ?> ALLOC_OUTSIDE_TLAB_AVG = Aggregators.avg(
 314                         Messages.getString(Messages.AGGR_ALLOC_OUTSIDE_TLAB_AVG),
 315                         Messages.getString(Messages.AGGR_ALLOC_OUTSIDE_TLAB_AVG_DESC), JdkTypeIDs.ALLOC_OUTSIDE_TLAB,
 316                         JdkAttributes.ALLOCATION_SIZE);
 317         public static final IAggregator<IQuantity, ?> ALLOC_INSIDE_TLAB_SUM = Aggregators.sum(
 318                         Messages.getString(Messages.AGGR_ALLOC_INSIDE_TLAB_SUM),
 319                         Messages.getString(Messages.AGGR_ALLOC_INSIDE_TLAB_SUM_DESC), JdkTypeIDs.ALLOC_INSIDE_TLAB,
 320                         JdkAttributes.TLAB_SIZE);
 321         public static final IAggregator<IQuantity, ?> ALLOC_OUTSIDE_TLAB_SUM = Aggregators.sum(
 322                         Messages.getString(Messages.AGGR_ALLOC_OUTSIDE_TLAB_SUM),
 323                         Messages.getString(Messages.AGGR_ALLOC_OUTSIDE_TLAB_SUM_DESC), JdkTypeIDs.ALLOC_OUTSIDE_TLAB,
 324                         JdkAttributes.ALLOCATION_SIZE);
 325         public static final IAggregator<IQuantity, ?> SWEEP_METHOD_SUM = Aggregators.sum(
 326                         Messages.getString(Messages.AGGR_SWEEP_METHOD_SUM), Messages.getString(Messages.AGGR_SWEEP_METHOD_SUM_DESC),
 327                         JdkTypeIDs.SWEEP_CODE_CACHE, JdkAttributes.SWEEP_METHOD_SWEPT);
 328         public static final IAggregator<IQuantity, ?> SWEEP_FLUSHED_SUM = Aggregators.sum(
 329                         Messages.getString(Messages.AGGR_SWEEP_FLUSHED_SUM),
 330                         Messages.getString(Messages.AGGR_SWEEP_FLUSHED_SUM_DESC), JdkTypeIDs.SWEEP_CODE_CACHE,
 331                         JdkAttributes.SWEEP_METHOD_FLUSHED);
 332         public static final IAggregator<IQuantity, ?> SWEEP_ZOMBIFIED_SUM = Aggregators.sum(
 333                         Messages.getString(Messages.AGGR_SWEEP_ZOMBIFIED_SUM),
 334                         Messages.getString(Messages.AGGR_SWEEP_ZOMBIFIED_SUM_DESC), JdkTypeIDs.SWEEP_CODE_CACHE,
 335                         JdkAttributes.SWEEP_METHOD_ZOMBIFIED);
 336         public static final IAggregator<IQuantity, ?> SWEEP_RECLAIMED_SUM = Aggregators.sum(
 337                         Messages.getString(Messages.AGGR_SWEEP_RECLAIMED_SUM),
 338                         Messages.getString(Messages.AGGR_SWEEP_RECLAIMED_SUM_DESC), JdkTypeIDs.SWEEP_CODE_CACHE,
 339                         JdkAttributes.SWEEP_METHOD_RECLAIMED);
 340         public static final IAggregator<IQuantity, ?> FIRST_ITEM_START = Aggregators.min(JfrAttributes.START_TIME);
 341         public static final IAggregator<IQuantity, ?> FIRST_ITEM_END = Aggregators.min(JfrAttributes.END_TIME);
 342         public static final IAggregator<IQuantity, ?> LAST_ITEM_END = Aggregators.max(JfrAttributes.END_TIME);
 343         public static final IAggregator<IQuantity, ?> LONGEST_EVENT = Aggregators.max(DURATION);
 344         public static final IAggregator<IQuantity, ?> ITEM_COUNT = Aggregators
 345                         .count(Messages.getString(Messages.AGGR_ITEM_COUNT), Messages.getString(Messages.AGGR_ITEM_COUNT_DESC));
 346 
 347         public static final IAggregator<IQuantity, ?> ALLOCATION_TOTAL = Aggregators.sum(
 348                         Messages.getString(Messages.AGGR_ALLOCATION_TOTAL), Messages.getString(Messages.AGGR_ALLOCATION_TOTAL_DESC),
 349                         UnitLookup.MEMORY, new IAccessorFactory<IQuantity>() {
 350 
 351                                 @Override
 352                                 public <T> IMemberAccessor<? extends IQuantity, T> getAccessor(IType<T> type) {
 353                                         if (type.getIdentifier().equals(JdkTypeIDs.ALLOC_INSIDE_TLAB)) {
 354                                                 return JdkAttributes.TLAB_SIZE.getAccessor(type);
 355                                         } else if (type.getIdentifier().equals(JdkTypeIDs.ALLOC_OUTSIDE_TLAB)) {
 356                                                 return JdkAttributes.ALLOCATION_SIZE.getAccessor(type);
 357                                         }
 358                                         return null;
 359                                 }
 360                         });
 361         public static final IAggregator<IQuantity, ?> TOTAL_IO_TIME = Aggregators.filter(
 362                         Aggregators.sum(Messages.getString(Messages.AGGR_TOTAL_IO_TIME),
 363                                         Messages.getString(Messages.AGGR_TOTAL_IO_TIME_DESC), JfrAttributes.DURATION),
 364                         JdkFilters.FILE_OR_SOCKET_IO);
 365         public static final IAggregator<IQuantity, ?> MAX_IO_TIME = Aggregators.filter(
 366                         Aggregators.max(Messages.getString(Messages.AGGR_MAX_IO_TIME),
 367                                         Messages.getString(Messages.AGGR_MAX_IO_TIME_DESC), JfrAttributes.DURATION),
 368                         JdkFilters.FILE_OR_SOCKET_IO);
 369         public static final IAggregator<IQuantity, ?> AVG_IO_TIME = Aggregators.filter(
 370                         Aggregators.avg(Messages.getString(Messages.AGGR_AVG_IO_TIME),
 371                                         Messages.getString(Messages.AGGR_AVG_IO_TIME_DESC), JfrAttributes.DURATION),
 372                         JdkFilters.FILE_OR_SOCKET_IO);
 373         public static final IAggregator<IQuantity, ?> STDDEV_IO_TIME = Aggregators.filter(
 374                         Aggregators.stddevp(Messages.getString(Messages.AGGR_STDDEV_IO_TIME),
 375                                         Messages.getString(Messages.AGGR_STDDEV_IO_TIME_DESC), JfrAttributes.DURATION),
 376                         JdkFilters.FILE_OR_SOCKET_IO);
 377         public static final IAggregator<IQuantity, ?> TOTAL_IO_COUNT = Aggregators.count(
 378                         Messages.getString(Messages.AGGR_TOTAL_IO_COUNT), Messages.getString(Messages.AGGR_TOTAL_IO_COUNT_DESC),
 379                         JdkFilters.FILE_OR_SOCKET_IO);
 380         public static final IAggregator<IQuantity, ?> CLASS_LOADING_COUNT = Aggregators.count(
 381                         Messages.getString(Messages.AGGR_CLASS_LOADING_COUNT),
 382                         Messages.getString(Messages.AGGR_CLASS_LOADING_COUNT_DESC), JdkFilters.CLASS_LOAD);
 383         public static final IAggregator<IQuantity, ?> CLASS_LOADING_TIME_SUM = Aggregators.sum(
 384                         Messages.getString(Messages.AGGR_CLASS_LOADING_TIME_SUM),
 385                         Messages.getString(Messages.AGGR_CLASS_LOADING_TIME_SUM_DESC), JdkTypeIDs.CLASS_LOAD,
 386                         JfrAttributes.DURATION);
 387 
 388         public static final IAggregator<IQuantity, ?> VM_OPERATION_COUNT = Aggregators.count(
 389                         Messages.getString(Messages.AGGR_VM_OPERATION_COUNT),
 390                         Messages.getString(Messages.AGGR_VM_OPERATION_COUNT_DESC), JdkFilters.VM_OPERATIONS);
 391         public static final IAggregator<IQuantity, ?> VM_OPERATION_DURATION = Aggregators.sum(
 392                         Messages.getString(Messages.AGGR_VM_OPERATION_DURATION),
 393                         Messages.getString(Messages.AGGR_VM_OPERATION_DURATION_DESC), JfrAttributes.DURATION);
 394 
 395         public static final IAggregator<IQuantity, ?> COMPILATIONS_COUNT = Aggregators.count(
 396                         Messages.getString(Messages.AGGR_COMPILATIONS_COUNT),
 397                         Messages.getString(Messages.AGGR_COMPILATIONS_COUNT_DESC), JdkFilters.COMPILATION);
 398         public static final IAggregator<IQuantity, ?> LONGEST_COMPILATION = Aggregators.filter(Aggregators.max(DURATION),
 399                         JdkFilters.COMPILATION);
 400 
 401         public static final IAggregator<String, ?> DUMP_REASON = distinctAsString(JdkTypeIDs.DUMP_REASON,
 402                         JdkAttributes.DUMP_REASON);
 403 
 404         public static final IAggregator<IQuantity, ?> ADDRESSES_COUNT = Aggregators.countDistinct(
 405                         Messages.getString(Messages.AGGR_ADDRESSES_COUNT), Messages.getString(Messages.AGGR_ADDRESSES_COUNT_DESC),
 406                         JdkAttributes.MONITOR_ADDRESS);
 407         public static final IAggregator<IQuantity, ?> OLD_OBJECT_ADDRESSES_COUNT = Aggregators.countDistinct(
 408                         Messages.getString(Messages.AGGR_ADDRESSES_COUNT), Messages.getString(Messages.AGGR_ADDRESSES_COUNT_DESC),
 409                         JdkAttributes.OLD_OBJECT_ADDRESS);
 410 
 411         /**
 412          * Aggregator for getting the first value, ie. the value from the event with the first occurring
 413          * start time.
 414          *
 415          * @param attribute
 416          *            attribute to get value from
 417          * @return the value provided by the very first event
 418          */
 419         public static <V> IAggregator<V, ?> first(IAttribute<V> attribute) {
 420                 return new Aggregators.AdvancedMinAggregator<>(
 421                                 MessageFormat.format(Messages.getString(Messages.AGGR_FIRST_ATTRIBUTE), attribute.getName()),
 422                                 MessageFormat.format(Messages.getString(Messages.AGGR_FIRST_ATTRIBUTE_DESC), attribute.getName()),
 423                                 attribute, JfrAttributes.START_TIME);
 424         }
 425 
 426         /**
 427          * Aggregator for getting the last value, ie. the value from the event with the last occurring
 428          * end time.
 429          *
 430          * @param attribute
 431          *            attribute to get value from
 432          * @return the value provided by the very last event
 433          */
 434         public static <V> IAggregator<V, ?> last(IAttribute<V> attribute) {
 435                 return new Aggregators.AdvancedMaxAggregator<>(
 436                                 MessageFormat.format(Messages.getString(Messages.AGGR_LAST_ATTRIBUTE), attribute.getName()),
 437                                 MessageFormat.format(Messages.getString(Messages.AGGR_LAST_ATTRIBUTE_DESC), attribute.getName()),
 438                                 attribute, JfrAttributes.END_TIME);
 439         }
 440 
 441 }