Projects tigase _server tigase-pubsub Issues #32
PubSub publisher code (#32)
Artur Hefczyc opened 1 decade ago
Due Date
2016-04-03

We need pubsub publisher code inside Tigase:

  1. The code is activated using an ad-hoc command which allows you to set publishing frequency, time of the test, published messages size and PubSub node ID

  2. The code generating new publications cannot run within the ad-hoc command as Groovy is too slow

  3. The publishing code can be implemented either inside PubSub or some other (Test?) component

2014-09-24_161241_1_PubSub Packets Received-Sent, Total_ 0, Max_ 107.png 2014-09-28_203123_1_PubSub Packets Received-Sent, Total_ 0, Max_ 769.png frequency60.log frequency6000000.log 2014-09-30_111816_1_PubSub Packets Received-Sent, Total_ 0, Max_ 176906.png pubsub-a.png pubsub-b.png pubsub-c.png

Bartosz Małkowski commented 1 decade ago

There is new ad-hoc command "Load Test" in PubSub.

Artur Hefczyc commented 1 decade ago

Thank you Bartek.

Eric, please check this out and let us know if there are any problems.

Eric Dziewa commented 1 decade ago

Sending to node "generated-10-0" using default values produces the following:

java.lang.NullPointerException: Neither attribute key or value can be set to null. Attribute: type, value: null.

        at tigase.xml.Element$XMLIdentityHashMap.put(Element.java:1309)
        at tigase.xml.Element.setAttribute(Element.java:1026)
        at tigase.form.Form.getElement(Form.java:309)
        at tigase.pubsub.modules.commands.LoadTestCommand.execute(LoadTestCommand.java:73)
        at tigase.adhoc.AdHocCommandManager.process(AdHocCommandManager.java:91)
        at tigase.pubsub.modules.AdHocConfigCommandModule.process(AdHocConfigCommandModule.java:88)
        at tigase.component2.modules.ModulesManager.process(ModulesManager.java:87)
        at tigase.component2.AbstractComponent.processStanzaPacket(AbstractComponent.java:209)
        at tigase.component2.AbstractComponent.processPacket(AbstractComponent.java:197)
        at tigase.pubsub.PubSubComponent.processPacket(PubSubComponent.java:637)
        at tigase.server.AbstractMessageReceiver$QueueListener.run(AbstractMessageReceiver.java:1490)
62

When I change the frequency to value 10000 the following happens:

java.lang.NullPointerException: Neither attribute key or value can be set to null. Attribute: type, value: null.

        at tigase.xml.Element$XMLIdentityHashMap.put(Element.java:1309)
        at tigase.xml.Element.setAttribute(Element.java:1026)
        at tigase.form.Form.getElement(Form.java:309)
        at tigase.pubsub.modules.commands.LoadTestCommand.execute(LoadTestCommand.java:73)
        at tigase.adhoc.AdHocCommandManager.process(AdHocCommandManager.java:91)
        at tigase.pubsub.modules.AdHocConfigCommandModule.process(AdHocConfigCommandModule.java:88)
        at tigase.component2.modules.ModulesManager.process(ModulesManager.java:87)
        at tigase.component2.AbstractComponent.processStanzaPacket(AbstractComponent.java:209)
        at tigase.component2.AbstractComponent.processPacket(AbstractComponent.java:197)
        at tigase.pubsub.PubSubComponent.processPacket(PubSubComponent.java:637)
        at tigase.server.AbstractMessageReceiver$QueueListener.run(AbstractMessageReceiver.java:1490)
2014-09-24 11:17:36.226 [Thread-1710]      LoadTestGenerator.run()            WARNING:  LoadTest generator stopped
java.lang.IllegalArgumentException: timeout value is negative
        at java.lang.Thread.sleep(Native Method)
        at tigase.pubsub.modules.commands.LoadTestGenerator.run(LoadTestGenerator.java:70)
        at java.lang.Thread.run(Thread.java:745)

Sending to node "generated-2000-0" using default values produces the following:

java.lang.NullPointerException: Neither attribute key or value can be set to null. Attribute: type, value: null.

        at tigase.xml.Element$XMLIdentityHashMap.put(Element.java:1309)
        at tigase.xml.Element.setAttribute(Element.java:1026)
        at tigase.form.Form.getElement(Form.java:309)
        at tigase.pubsub.modules.commands.LoadTestCommand.execute(LoadTestCommand.java:73)
        at tigase.adhoc.AdHocCommandManager.process(AdHocCommandManager.java:91)
        at tigase.pubsub.modules.AdHocConfigCommandModule.process(AdHocConfigCommandModule.java:88)
        at tigase.component2.modules.ModulesManager.process(ModulesManager.java:87)
        at tigase.component2.AbstractComponent.processStanzaPacket(AbstractComponent.java:209)
        at tigase.component2.AbstractComponent.processPacket(AbstractComponent.java:197)
        at tigase.pubsub.PubSubComponent.processPacket(PubSubComponent.java:637)
        at tigase.server.AbstractMessageReceiver$QueueListener.run(AbstractMessageReceiver.java:1490)
2014-09-24 11:09:12.671 [Thread-1690]      LoadTestGenerator.run()            WARNING:  LoadTest generator stopped
java.lang.IllegalArgumentException: timeout value is negative
        at java.lang.Thread.sleep(Native Method)
        at tigase.pubsub.modules.commands.LoadTestGenerator.run(LoadTestGenerator.java:70)
        at java.lang.Thread.run(Thread.java:745)
Bartosz Małkowski commented 1 decade ago

fixed in tigase-utils

Eric Dziewa commented 1 decade ago

Bartek: does this look right to you?

I've just run 4 tests with increasing publishing frequency msg/min.

Not sure if this is causing problem:

2014-09-24 15:55:52.029 [Thread-1464]      LoadTestGenerator.run()            WARNING:  LoadTest generator stopped
java.lang.IllegalArgumentException: timeout value is negative
        at java.lang.Thread.sleep(Native Method)
        at tigase.pubsub.modules.commands.LoadTestGenerator.run(LoadTestGenerator.java:70)
        at java.lang.Thread.run(Thread.java:745)
.
2014-09-24 16:01:37.098 [Thread-1477]      LoadTestGenerator.run()            WARNING:  LoadTest generator stopped
java.lang.IllegalArgumentException: timeout value is negative
        at java.lang.Thread.sleep(Native Method)
        at tigase.pubsub.modules.commands.LoadTestGenerator.run(LoadTestGenerator.java:70)
        at java.lang.Thread.run(Thread.java:745)
.
2014-09-24 16:04:53.947 [Thread-1485]      LoadTestGenerator.run()            WARNING:  LoadTest generator stopped
java.lang.IllegalArgumentException: timeout value is negative
        at java.lang.Thread.sleep(Native Method)
        at tigase.pubsub.modules.commands.LoadTestGenerator.run(LoadTestGenerator.java:70)
        at java.lang.Thread.run(Thread.java:745)
.
2014-09-24 16:08:13.988 [Thread-1492]      LoadTestGenerator.run()            WARNING:  LoadTest generator stopped
java.lang.IllegalArgumentException: timeout value is negative
        at java.lang.Thread.sleep(Native Method)
        at tigase.pubsub.modules.commands.LoadTestGenerator.run(LoadTestGenerator.java:70)
        at java.lang.Thread.run(Thread.java:745)

All these tests are run with time: 60. The frequencies were 60, 120, 240, and 100. The packet count seems to be getting less instead of growing as expected.

Attached a ss of packets sent window.

Bartosz Małkowski commented 1 decade ago

Fixed and commited to pubsub repository.

Eric Dziewa commented 1 decade ago

Bartek: Changing the frequency doesn't seem to have any effect on the tests. I ran 4 tests with frequencies 60, 600, 6000, and 6000000. The data looked similar on each run.I've attached a screenshot. I also ran two separate tests of 60, and 6000000 with truncated logfiles and there isn't a noticable difference in what was logged.

60:
total 48804
-rw-rw-r-- 1 tigase tigase   101004 Sep 28 20:46 tigase-console.log
-rw-rw-r-- 1 tigase tigase  9862068 Sep 28 20:42 tigase.log.0
-rw-rw-r-- 1 tigase tigase 10000408 Sep 28 20:42 tigase.log.1
-rw-rw-r-- 1 tigase tigase 10000113 Sep 28 20:42 tigase.log.2
-rw-rw-r-- 1 tigase tigase 10000449 Sep 28 20:42 tigase.log.3
-rw-rw-r-- 1 tigase tigase 10000983 Sep 28 20:42 tigase.log.4

6000000:
total 39824
-rw-rw-r-- 1 tigase tigase   100978 Sep 28 20:55 tigase-console.log
-rw-rw-r-- 1 tigase tigase   665969 Sep 28 20:51 tigase.log.0
-rw-rw-r-- 1 tigase tigase 10000128 Sep 28 20:51 tigase.log.1
-rw-rw-r-- 1 tigase tigase 10000315 Sep 28 20:51 tigase.log.2
-rw-rw-r-- 1 tigase tigase 10000005 Sep 28 20:51 tigase.log.3
-rw-rw-r-- 1 tigase tigase 10000141 Sep 28 20:51 tigase.log.4

Attaching the final two statistics logs for these runs 60, and 6000000 frequency.

Eric Dziewa commented 1 decade ago

Hi Bartek. Not sure if you saw my xmpp messages. The new code seems to be ignoring the rate set in the variables. I set time 60, Frequency 2200, Size 1024 sending to 2000 offline subscribers. I've tried tests with and without ticking the non-blocking box. In both tests I was delivered way more than the requested 2200 items. The last test sent me over 20,000 items before Psi locked up. Packet count went to 170,000/sec and remained there for 20 minutes.

pubsub/Last second packets 0

pubsub/Last minute packets 0

pubsub/Last hour packets 0

pubsub/Processing threads 48

pubsub/Packets received 204046

pubsub/Packets sent 203305958

pubsub/In queue wait: SYSTEM 0

pubsub/In queue wait: CLUSTER 0

pubsub/In queue wait: HIGH 0

pubsub/In queue wait: NORMAL 0

pubsub/In queue wait: LOW 0

pubsub/In queue wait: PRESENCE 0

pubsub/In queue wait: LOWEST 0

pubsub/Out queue wait: SYSTEM 0

pubsub/Out queue wait: CLUSTER 0

pubsub/Out queue wait: HIGH 0

pubsub/Out queue wait: NORMAL 0

pubsub/Out queue wait: LOW 0

pubsub/Out queue wait: PRESENCE 0

pubsub/Out queue wait: LOWEST 0

pubsub/Total In queues wait 0

pubsub/Total Out queues wait 0

pubsub/Total queues wait 0

pubsub/Max queue size 104352

pubsub/IN Queue overflow 0

pubsub/OUT Queue overflow 0

pubsub/Total queues overflow 0

pubsub/Average processing time on last 100 runs [ms] 0

pubsub/IN_QUEUE processed messages 0

pubsub/IN_QUEUE processed presences 2

pubsub/IN_QUEUE processed cluster 0

pubsub/IN_QUEUE processed other 204039

pubsub/IN_QUEUE processed IQ no XMLNS 0

pubsub/IN_QUEUE processed IQ http://jabber.org/protocol/disco#items 1

pubsub/IN_QUEUE processed IQ command 2

pubsub/IN_QUEUE processed IQ pubsub 204042

pubsub/IN_QUEUE processed total IQ 204045

pubsub/OUT_QUEUE processed messages 202966367

pubsub/OUT_QUEUE processed presences 1

pubsub/OUT_QUEUE processed cluster 0

pubsub/OUT_QUEUE processed other 204005

pubsub/OUT_QUEUE processed IQ no XMLNS 0

pubsub/OUT_QUEUE processed IQ http://jabber.org/protocol/disco#items 1

pubsub/OUT_QUEUE processed IQ command 2

pubsub/OUT_QUEUE processed IQ pubsub 204042

pubsub/OUT_QUEUE processed total IQ 204045

pubsub/Processed packets thread: in_0-pubsub 4275

pubsub/Processed packets thread: in_1-pubsub 4278

pubsub/Processed packets thread: in_2-pubsub 4173

pubsub/Processed packets thread: in_3-pubsub 4199

pubsub/Processed packets thread: in_4-pubsub 4383

pubsub/Processed packets thread: in_5-pubsub 4243

pubsub/Processed packets thread: in_6-pubsub 4285

pubsub/Processed packets thread: in_7-pubsub 4139

pubsub/Processed packets thread: in_8-pubsub 4227

pubsub/Processed packets thread: in_9-pubsub 4333

pubsub/Processed packets thread: in_10-pubsub 4367

pubsub/Processed packets thread: in_11-pubsub 4293

pubsub/Processed packets thread: in_12-pubsub 4254

pubsub/Processed packets thread: in_13-pubsub 4305

pubsub/Processed packets thread: in_14-pubsub 4306

pubsub/Processed packets thread: in_15-pubsub 4202

pubsub/Processed packets thread: in_16-pubsub 4334

pubsub/Processed packets thread: in_17-pubsub 4238

pubsub/Processed packets thread: in_18-pubsub 4271

pubsub/Processed packets thread: in_19-pubsub 4330

pubsub/Processed packets thread: in_20-pubsub 4231

pubsub/Processed packets thread: in_21-pubsub 4110

pubsub/Processed packets thread: in_22-pubsub 4222

pubsub/Processed packets thread: in_23-pubsub 4236

pubsub/Processed packets thread: in_24-pubsub 4145

pubsub/Processed packets thread: in_25-pubsub 4272

pubsub/Processed packets thread: in_26-pubsub 4217

pubsub/Processed packets thread: in_27-pubsub 4373

pubsub/Processed packets thread: in_28-pubsub 4178

pubsub/Processed packets thread: in_29-pubsub 4294

pubsub/Processed packets thread: in_30-pubsub 4270

pubsub/Processed packets thread: in_31-pubsub 4259

pubsub/Processed packets thread: in_32-pubsub 4207

pubsub/Processed packets thread: in_33-pubsub 4174

pubsub/Processed packets thread: in_34-pubsub 4161

pubsub/Processed packets thread: in_35-pubsub 4318

pubsub/Processed packets thread: in_36-pubsub 4192

pubsub/Processed packets thread: in_37-pubsub 4242

pubsub/Processed packets thread: in_38-pubsub 4237

pubsub/Processed packets thread: in_39-pubsub 4211

pubsub/Processed packets thread: in_40-pubsub 4347

pubsub/Processed packets thread: in_41-pubsub 4337

pubsub/Processed packets thread: in_42-pubsub 4221

pubsub/Processed packets thread: in_43-pubsub 4308

pubsub/Processed packets thread: in_44-pubsub 4253

pubsub/Processed packets thread: in_45-pubsub 4216

pubsub/Processed packets thread: in_46-pubsub 4156

pubsub/Processed packets thread: in_47-pubsub 4225

pubsub/Processed packets thread: out_0-pubsub 4256776

pubsub/Processed packets thread: out_1-pubsub 4256739

pubsub/Processed packets thread: out_2-pubsub 4256764

pubsub/Processed packets thread: out_3-pubsub 4255522

pubsub/Processed packets thread: out_4-pubsub 4258403

pubsub/Processed packets thread: out_5-pubsub 4257707

pubsub/Processed packets thread: out_6-pubsub 4254324

pubsub/Processed packets thread: out_7-pubsub 4258250

pubsub/Processed packets thread: out_8-pubsub 4257112

pubsub/Processed packets thread: out_9-pubsub 4257199

pubsub/Processed packets thread: out_10-pubsub 4258413

pubsub/Processed packets thread: out_11-pubsub 4257751

pubsub/Processed packets thread: out_12-pubsub 4256171

pubsub/Processed packets thread: out_13-pubsub 4259389

pubsub/Processed packets thread: out_14-pubsub 4253505

pubsub/Processed packets thread: out_15-pubsub 4255228

pubsub/Processed packets thread: out_16-pubsub 4261113

pubsub/Processed packets thread: out_17-pubsub 4256117

pubsub/Processed packets thread: out_18-pubsub 4254698

pubsub/Processed packets thread: out_19-pubsub 4257750

pubsub/Processed packets thread: out_20-pubsub 4259076

pubsub/Processed packets thread: out_21-pubsub 4259163

pubsub/Processed packets thread: out_22-pubsub 4258605

pubsub/Processed packets thread: out_23-pubsub 4256402

pubsub/Processed packets thread: out_24-pubsub 4257894

pubsub/Processed packets thread: out_25-pubsub 4258782

pubsub/Processed packets thread: out_26-pubsub 4253540

pubsub/Processed packets thread: out_27-pubsub 4256721

pubsub/Processed packets thread: out_28-pubsub 4258271

pubsub/Processed packets thread: out_29-pubsub 4256795

pubsub/Processed packets thread: out_30-pubsub 4254666

pubsub/Processed packets thread: out_31-pubsub 4261489

pubsub/Processed packets thread: out_32-pubsub 4260834

pubsub/Processed packets thread: out_33-pubsub 4259946

pubsub/Processed packets thread: out_34-pubsub 4255380

pubsub/Processed packets thread: out_35-pubsub 4255495

pubsub/Processed packets thread: out_36-pubsub 4257179

pubsub/Processed packets thread: out_37-pubsub 4257184

pubsub/Processed packets thread: out_38-pubsub 4256508

pubsub/Processed packets thread: out_39-pubsub 4258539

pubsub/Processed packets thread: out_40-pubsub 4256667

pubsub/Processed packets thread: out_41-pubsub 4255784

pubsub/Processed packets thread: out_42-pubsub 4260476

pubsub/Processed packets thread: out_43-pubsub 4260423

pubsub/Processed packets thread: out_44-pubsub 4257343

pubsub/Processed packets thread: out_45-pubsub 4252923

pubsub/Processed packets thread: out_46-pubsub 4256271

pubsub/Processed packets thread: out_47-pubsub 4256780

Bartosz Małkowski commented 9 years ago

I just checked code and it seems it looks good.

I added some logs to check with what parameters LoadTest is started and how many items it published.

Eric Dziewa commented 9 years ago

Here I ran the tests using 50, 100, 150, and 200 per second.

Next I wanted to see max. I used 500, 1000, and 1500 per second.

Here are the final stats from these last 3 tests.

pubsub/Last second packets     0
pubsub/Last minute packets     0
pubsub/Last hour packets     0
pubsub/Processing threads     32
pubsub/Packets received     1280537
pubsub/Packets sent     855172
pubsub/In queue wait: SYSTEM     0
pubsub/In queue wait: CLUSTER     0
pubsub/In queue wait: HIGH     0
pubsub/In queue wait: NORMAL     0
pubsub/In queue wait: LOW     0
pubsub/In queue wait: PRESENCE     0
pubsub/In queue wait: LOWEST     0
pubsub/Out queue wait: SYSTEM     0
pubsub/Out queue wait: CLUSTER     0
pubsub/Out queue wait: HIGH     0
pubsub/Out queue wait: NORMAL     0
pubsub/Out queue wait: LOW     0
pubsub/Out queue wait: PRESENCE     0
pubsub/Out queue wait: LOWEST     0
pubsub/Total In queues wait     0
pubsub/Total Out queues wait     0
pubsub/Total queues wait     0
pubsub/Max queue size     25664
pubsub/IN Queue overflow     1238
pubsub/OUT Queue overflow     0
pubsub/Total queues overflow     1238
pubsub/Average processing time on last 100 runs [ms]     0
pubsub/IN_QUEUE processed messages     0
pubsub/IN_QUEUE processed presences     1
pubsub/IN_QUEUE processed cluster     0
pubsub/IN_QUEUE processed other     1281611
pubsub/IN_QUEUE processed IQ no XMLNS     0
pubsub/IN_QUEUE processed IQ http://jabber.org/protocol/disco#items     8
pubsub/IN_QUEUE processed IQ command     6
pubsub/IN_QUEUE processed IQ pubsub     1281703
pubsub/IN_QUEUE processed IQ http://jabber.org/protocol/disco#info     4
pubsub/IN_QUEUE processed total IQ     1281721
pubsub/OUT_QUEUE processed messages     0
pubsub/OUT_QUEUE processed presences     0
pubsub/OUT_QUEUE processed cluster     0
pubsub/OUT_QUEUE processed other     854973
pubsub/OUT_QUEUE processed IQ no XMLNS     0
pubsub/OUT_QUEUE processed IQ http://jabber.org/protocol/disco#items     8
pubsub/OUT_QUEUE processed IQ command     6
pubsub/OUT_QUEUE processed IQ pubsub     855230
pubsub/OUT_QUEUE processed IQ http://jabber.org/protocol/disco#info     4
pubsub/OUT_QUEUE processed total IQ     855248
pubsub/Processed packets thread: in_0-pubsub     39738
pubsub/Processed packets thread: in_1-pubsub     40089
pubsub/Processed packets thread: in_2-pubsub     39332
pubsub/Processed packets thread: in_3-pubsub     40018
pubsub/Processed packets thread: in_4-pubsub     39952
pubsub/Processed packets thread: in_5-pubsub     40363
pubsub/Processed packets thread: in_6-pubsub     40034
pubsub/Processed packets thread: in_7-pubsub     39824
pubsub/Processed packets thread: in_8-pubsub     40105
pubsub/Processed packets thread: in_9-pubsub     40370
pubsub/Processed packets thread: in_10-pubsub     40153
pubsub/Processed packets thread: in_11-pubsub     40025
pubsub/Processed packets thread: in_12-pubsub     39947
pubsub/Processed packets thread: in_13-pubsub     40348
pubsub/Processed packets thread: in_14-pubsub     39908
pubsub/Processed packets thread: in_15-pubsub     39874
pubsub/Processed packets thread: in_13-pubsub     40348
pubsub/Processed packets thread: in_14-pubsub     39908
pubsub/Processed packets thread: in_15-pubsub     39874
pubsub/Processed packets thread: in_16-pubsub     40478
pubsub/Processed packets thread: in_17-pubsub     40192
pubsub/Processed packets thread: in_18-pubsub     40236
pubsub/Processed packets thread: in_19-pubsub     40018
pubsub/Processed packets thread: in_20-pubsub     39916
pubsub/Processed packets thread: in_21-pubsub     39909
pubsub/Processed packets thread: in_22-pubsub     40058
pubsub/Processed packets thread: in_23-pubsub     40080
pubsub/Processed packets thread: in_24-pubsub     39592
pubsub/Processed packets thread: in_25-pubsub     40357
pubsub/Processed packets thread: in_26-pubsub     39676
pubsub/Processed packets thread: in_27-pubsub     40336
pubsub/Processed packets thread: in_28-pubsub     40179
pubsub/Processed packets thread: in_29-pubsub     40146
pubsub/Processed packets thread: in_30-pubsub     40155
pubsub/Processed packets thread: in_31-pubsub     40314
pubsub/Processed packets thread: out_0-pubsub     26415
pubsub/Processed packets thread: out_1-pubsub     26927
pubsub/Processed packets thread: out_2-pubsub     26242
pubsub/Processed packets thread: out_3-pubsub     26729
pubsub/Processed packets thread: out_4-pubsub     26533
pubsub/Processed packets thread: out_5-pubsub     26901
pubsub/Processed packets thread: out_6-pubsub     26684
pubsub/Processed packets thread: out_7-pubsub     26772
pubsub/Processed packets thread: out_8-pubsub     26818
pubsub/Processed packets thread: out_9-pubsub     26904
pubsub/Processed packets thread: out_10-pubsub     26775
pubsub/Processed packets thread: out_11-pubsub     26670
pubsub/Processed packets thread: out_12-pubsub     26561
pubsub/Processed packets thread: out_13-pubsub     27004
pubsub/Processed packets thread: out_14-pubsub     26412
pubsub/Processed packets thread: out_15-pubsub     26694
pubsub/Processed packets thread: out_16-pubsub     26987
pubsub/Processed packets thread: out_17-pubsub     26772
pubsub/Processed packets thread: out_18-pubsub     26673
pubsub/Processed packets thread: out_19-pubsub     26667
pubsub/Processed packets thread: out_20-pubsub     26592
pubsub/Processed packets thread: out_21-pubsub     26593
pubsub/Processed packets thread: out_22-pubsub     26768
pubsub/Processed packets thread: out_23-pubsub     26736
pubsub/Processed packets thread: out_24-pubsub     26774
pubsub/Processed packets thread: out_25-pubsub     26938
pubsub/Processed packets thread: out_26-pubsub     26538
pubsub/Processed packets thread: out_27-pubsub     26898
pubsub/Processed packets thread: out_28-pubsub     26726
pubsub/Processed packets thread: out_29-pubsub     26984
pubsub/Processed packets thread: out_30-pubsub     26696
pubsub/Processed packets thread: out_31-pubsub     26865
Eric Dziewa commented 9 years ago

Here's the test again with tweaked init.properties. 500, 1000, and 1500.

Artur Hefczyc commented 8 years ago

Form the comments I get it is completed now. I am closing the ticket and moving it to PubSub project.

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tigase/_server/tigase-pubsub#32
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