Date   

SimplePath query is slower in 6 node vs 3 node Cassandra cluster

Varun Ganesh <operatio...@...>
 

Hello,

I am currently using Janusgraph version 0.5.2. I have a graph with about 18 million vertices and 25 million edges.

I have two versions of this graph, one backed by a 3 node Cassandra cluster and another backed by 6 Cassandra nodes (both with 3x replication factor)

I am running the below query on both of them:

g.V().hasLabel('label_A').has('some_id', 123).has('data.name', 'value1').repeat(both('sample_edge').simplePath()).until(has('data.name', 'value2')).path().by('data.name').next()

The issue is that this query takes ~130ms on the 3 node cluster whereas it takes ~400ms on the 6 node cluster.

I have tried running ".profile()" on both versions and the outputs are almost identical in terms of the steps and time taken.

g.V().hasLabel('label_A').has('some_id', 123).has('data.name', 'value1').repeat(both('sample_edge').simplePath()).until(has('data.name', 'value2')).path().by('data.name').limit(1).profile()

==>Traversal Metrics
Step                                                               Count  Traversers       Time (ms)    % Dur
=============================================================================================================
JanusGraphStep([],[~label.eq(label_A), o...                     1           1           4.582     0.39
    \_condition=(~label = label_A AND some_id = 123 AND data.name = value1)
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=multiKSQ[1]@8000
    \_index=someVertexByNameComposite
  optimization                                                                                 0.028
  optimization                                                                                 0.907
  backend-query                                                        1                       3.012
    \_query=someVertexByNameComposite:multiKSQ[1]@8000
    \_limit=8000
RepeatStep([JanusGraphVertexStep(BOTH,[...                     2           2        1167.493    99.45
  HasStep([data.name.eq(...                                                          803.247
  JanusGraphVertexStep(BOTH,[...                           12934       12934         334.095
    \_condition=type[sample_edge]
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812d311c
    \_multi=true
    \_vertices=264
    optimization                                                                               0.073
    backend-query                                                    266                       5.640
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812d311c
    optimization                                                                               0.028
    backend-query                                                  12689                     312.544
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812d311c
  PathFilterStep(simple)                                           12441       12441          10.980
  JanusGraphMultiQueryStep(RepeatEndStep)                           1187        1187          11.825
  RepeatEndStep                                                        2           2         810.468
RangeGlobalStep(0,1)                                                   1           1           0.419     0.04
PathStep([value(data.name)])                                 1           1           1.474     0.13
                                            >TOTAL                     -           -        1173.969        -

I'd really appreciate some input on figuring out why the query is 3x slower on 6 nodes.

I realise that you may require more context. Happy to provide more information as required!

(I had previously posted this on the forum: https://groups.google.com/g/janusgraph-users/c/nkNFaFzdr4I. But I was hoping that I might get a bit more traction through the mailing list)

 Thank you!


Re: Configuring Transaction Log feature

Pawan Shriwas <shriwa...@...>
 

Hi Sandeep,

I think I have already added below line to indicate that it should pull the detail from now onwords in processor. Is it not working?

 "setStartTimeNow()"

Is anyone other face the same thing in their java code? 

Thanks,
Pawan

On Friday, 4 December 2020 at 16:22:51 UTC+5:30 sa...@... wrote:
pawan,
can you check for following in your logs Loaded unidentified ReadMarker start time...
seems your readmarker is starting from 1970. so it tries to read changes since then

Regards,
Sandeep
On Saturday, November 28, 2020 at 8:48:18 PM UTC+8 shr...@... wrote:
one correction to last post in below line.

    JanusGraphTransaction tx = graph.buildTransaction().logIdentifier("TestLog").start();



On Saturday, 28 November 2020 at 18:16:09 UTC+5:30 Pawan Shriwas wrote:
Hi Sandeep,

Please see below java code and properties information which I am trying in local with Cassandra cql as backend.  This code is not giving me the change log as event which I can get via gremlin console with same script and properties. Please let me know if anything needs to be modify here with code or properties.

<!-- Java Code -->
package com.example.graph;

import org.janusgraph.core.JanusGraph;
import org.janusgraph.core.JanusGraphFactory;
import org.janusgraph.core.JanusGraphTransaction;
import org.janusgraph.core.JanusGraphVertex;
import org.janusgraph.core.log.ChangeProcessor;
import org.janusgraph.core.log.ChangeState;
import org.janusgraph.core.log.LogProcessorFramework;
import org.janusgraph.core.log.TransactionId;

public class TestLog {
public static void listenLogsEvent(){
JanusGraph graph = JanusGraphFactory.open("/home/ist/Downloads/IM/jgraphdb_local.properties");
LogProcessorFramework logProcessor = JanusGraphFactory.openTransactionLog(graph);

logProcessor.addLogProcessor("TestLog").
    setProcessorIdentifier("TestLogCounter").
    setStartTimeNow().
    addProcessor(new ChangeProcessor(){
        @Override
        public void process(JanusGraphTransaction tx, TransactionId txId, ChangeState changeState) {
        System.out.println("tx--"+tx.toString());
        System.out.println("txId--"+txId.toString());
        System.out.println("changeState--"+changeState.toString());
       }
    }).
    build();
for(int i=0;i<=10;i++) {
        System.out.println("going to add ="+i);
    JanusGraphTransaction tx = graph.buildTransaction().logIdentifier("PawanTestLog").start();
    JanusGraphVertex a = tx.addVertex("TimeL");
    a.property("type", "HOLD");
    a.property("serialNo", "XS31B4");
    tx.commit();
        System.out.println("Vertex committed ="+a.toString());
}
}
public static void main(String[] args) {
System.out.println("starting main");
listenLogsEvent();
}
}

<!----- graph properties------->
gremlin.graph=org.janusgraph.core.JanusGraphFactory
graph.name=TestGraph
storage.backend = cql
storage.hostname = localhost
storage.cql.keyspace=janusgraphcql
query.fast-property = true
storage.lock.wait-time=10000
storage.batch-loading=true

Thanks in advance.

Thanks,
Pawan


On Saturday, 28 November 2020 at 16:19:20 UTC+5:30 sa...@... wrote:
Pawan,
Can you elaborate more on the program where your are trying to embed the script in?
Regards,
Sandeep

On Sat, 28 Nov 2020, 13:48 Pawan Shriwas, <shr...@...> wrote:
Hey Jason,

Same thing happen with my as well where above script work well in gremlin console  but when we use it in java. we are not getting anything in process() section as callback. Could you help for the same.  


On Wednesday, 7 February 2018 at 20:28:41 UTC+5:30 Jason Plurad wrote:
It means that it will use the 'storage.backend' value as the storage. See the code in GraphDatabaseConfiguration.java. It looks like your only choice is 'default', and it seems like the option is there for the future possibility to use a different backend.

The code in the docs seemed to work ok, other than a minor change in the setStartTime() parameters. You can cut and paste this code into the Gremlin Console to use with the prepackaged distribution.

import java.util.concurrent.atomic.*;
import org.janusgraph.core.log.*;
import java.util.concurrent.*;

graph
= JanusGraphFactory.open('conf/janusgraph-cassandra-es.properties');

totalHumansAdded
= new AtomicInteger(0);
totalGodsAdded
= new AtomicInteger(0);
logProcessor
= JanusGraphFactory.openTransactionLog(graph);
logProcessor
.addLogProcessor("addedPerson").
        setProcessorIdentifier
("addedPersonCounter").
        setStartTime
(Instant.now()).
        addProcessor
(new ChangeProcessor() {
           
public void process(JanusGraphTransaction tx, TransactionId txId, ChangeState changeState) {
               
for (v in changeState.getVertices(Change.ADDED)) {
                   
if (v.label().equals("human")) totalHumansAdded.incrementAndGet();
                   
System.out.println("total humans = " + totalHumansAdded);
               
}
           
}
       
}).
        addProcessor
(new ChangeProcessor() {
           
public void process(JanusGraphTransaction tx, TransactionId txId, ChangeState changeState) {
               
for (v in changeState.getVertices(Change.ADDED)) {
                   
if (v.label().equals("god")) totalGodsAdded.incrementAndGet();
                   
System.out.println("total gods = " + totalGodsAdded);
               
}
           
}
       
}).
        build
()

tx
= graph.buildTransaction().logIdentifier("addedPerson").start();
u
= tx.addVertex(T.label, "human");
u
.property("name", "proteros");
u
.property("age", 36);
tx
.commit();

If you inspect the keyspace in Cassandra afterwards, you'll see that a separate table is created for "ulog_addedPerson".

Did you have some example code of what you are attempting?



On Wednesday, February 7, 2018 at 5:55:58 AM UTC-5, Sandeep Mishra wrote:
Hi Guys,

We are trying to used transaction log feature of Janusgraph, which is not working as expected.No callback is received at
public void process(JanusGraphTransaction janusGraphTransaction, TransactionId transactionId, ChangeState changeState) {

Janusgraph documentation says value for log.[X].backend is 'default'.
Not sure what exactly it means. does it mean HBase which is being used as backend for data.

Please let  me know, if anyone has configured it.

Thanks and Regards,
Sandeep Mishra

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Re: How to run groovy script in background?

HadoopMarc <bi...@...>
 

You could end your script with:

System.exit(0)

HTH,    Marc

Op woensdag 9 december 2020 om 04:16:43 UTC+1 schreef Phate:

Hi all, is it possible run gremlin.sh in background? 
I try to use `-e` argument to run a groovy script, and always change to stopped status, but it can finish when change to in foreground.

```
[bin]$ touch test.groovy
[bin]$ ./gremlin.sh -e test.groovy &
[1] 21385
[bin]$ 

[1]+  Stopped                 ./gremlin.sh -e test.groovy
[bin]$ fg
./gremlin.sh -e test.groovy
```

I found there a `stty` process, but redirect stdout to file and `stty -tostop` were not work.

```
[bin]$ ps
  PID TTY          TIME CMD
21347 pts/4    00:00:00 bash
21485 pts/4    00:00:06 java
21541 pts/4    00:00:00 ps
[bin]$ 

[1]+  Stopped                 ./gremlin.sh -e test.groovy
[bin]$ ps
  PID TTY          TIME CMD
21347 pts/4    00:00:00 bash
21485 pts/4    00:00:12 java
21545 pts/4    00:00:00 stty
21546 pts/4    00:00:00 ps
```
Same problem on CentOS7 and docker container, any idea how to solve it?


Re: How to open the same graph multiple times and not get the same object?

HadoopMarc <bi...@...>
 

Hi Mladen,

The constructor of StandardJanusGraph seems worth a try:

https://github.com/JanusGraph/janusgraph/blob/master/janusgraph-core/src/main/java/org/janusgraph/graphdb/database/StandardJanusGraph.java

HTH,   Marc

Op dinsdag 8 december 2020 om 19:34:55 UTC+1 schreef Mladen Marović:

Hello,

I'm writing a Java program that, for various implementation details, needs to open the same graph multiple times. Currently I'm using JanusGraphFactory.open(...), but this always looks up the graph by its name in the static JanusGraphManager instance and returns the same object.

is there a way to create two different object instances of the same Janusgraph graph? These instances need to be completely separate, so that closing one graph does not close transactions created using the other graph. I checked the documentation and inspected the code directly while debugging, but couldn't find anything useful.

Thanks in advance,

Mladen


How to run groovy script in background?

Phate <phat...@...>
 

Hi all, is it possible run gremlin.sh in background? 
I try to use `-e` argument to run a groovy script, and always change to stopped status, but it can finish when change to in foreground.

```
[bin]$ touch test.groovy
[bin]$ ./gremlin.sh -e test.groovy &
[1] 21385
[bin]$ 

[1]+  Stopped                 ./gremlin.sh -e test.groovy
[bin]$ fg
./gremlin.sh -e test.groovy
```

I found there a `stty` process, but redirect stdout to file and `stty -tostop` were not work.

```
[bin]$ ps
  PID TTY          TIME CMD
21347 pts/4    00:00:00 bash
21485 pts/4    00:00:06 java
21541 pts/4    00:00:00 ps
[bin]$ 

[1]+  Stopped                 ./gremlin.sh -e test.groovy
[bin]$ ps
  PID TTY          TIME CMD
21347 pts/4    00:00:00 bash
21485 pts/4    00:00:12 java
21545 pts/4    00:00:00 stty
21546 pts/4    00:00:00 ps
```
Same problem on CentOS7 and docker container, any idea how to solve it?


How to open the same graph multiple times and not get the same object?

Mladen Marović <mladen...@...>
 

Hello,

I'm writing a Java program that, for various implementation details, needs to open the same graph multiple times. Currently I'm using JanusGraphFactory.open(...), but this always looks up the graph by its name in the static JanusGraphManager instance and returns the same object.

is there a way to create two different object instances of the same Janusgraph graph? These instances need to be completely separate, so that closing one graph does not close transactions created using the other graph. I checked the documentation and inspected the code directly while debugging, but couldn't find anything useful.

Thanks in advance,

Mladen


Re: Running OLAP on HBase with SparkGraphComputer fails with Error Container killed by YARN for exceeding memory limits

Roy Yu <7604...@...>
 

Hi Marc, 

Thank you for your advice, I will try it and tell you result. Your advice is the trace of light in the dark, I so desire.

On Tuesday, December 8, 2020 at 3:13:42 PM UTC+8 HadoopMarc wrote:
Hi Roy,

As I mentioned, I did not keep up with possibly new janusgraph-hbase features. From the HBase source, I see that HBase now has a "hbase.mapreduce.tableinput.mappers.per.region" config parameter.


It should not be too difficult to adapt the janusgraph HBaseInputFormat to leverage this feature (or maybe it even works without change???).

Best wishes,

Marc

Op dinsdag 8 december 2020 om 04:21:19 UTC+1 schreef Roy Yu:
you seem to run on cloud infra that reduces your requested 40 Gb to 33 Gb (see https://databricks.com/session_na20/running-apache-spark-on-kubernetes-best-practices-and-pitfalls). Fact of life. 
---------------------
Sorry Marc I misled you. Error Message was generated when I set spark.executor.memory to 30G, when it failed, I increased spark.executor.memory  to 40G, it failed either. I felt desperate and come here to ask for help
On Tuesday, December 8, 2020 at 10:35:19 AM UTC+8 Roy Yu wrote:
Hi Marc

Thanks for your immediate response.
I've tried to set spark.yarn.executor.memoryOverhead=10G and re-run the task, and it stilled failed. From the spark task UI, I saw 80% of processing time is Full GC time. As you said, 2.6GB(GZ compressed) exploding is  my root cause. Now I'm trying to reduce my region size to 1GB, if that will still fail, I'm gonna config the hbase hfile not using compressed format.
This was my first time running janusgraph OLAP, and I think this is a common promblom, as HBase region size 2.6GB(compressed) is not large, 20GB is very common in our production. If the community dose not solve the promblem, the Janusgraph HBase based OLAP solution cannot be adopted by other companies either.

On Tuesday, December 8, 2020 at 12:40:40 AM UTC+8 HadoopMarc wrote:
Hi Roy,

There seem to be three things bothering you here:
  1. you did not specify spark.yarn.executor.memoryOverhead, as the exception message says. Easily solved.
  2. you seem to run on cloud infra that reduces your requested 40 Gb to 33 Gb (see https://databricks.com/session_na20/running-apache-spark-on-kubernetes-best-practices-and-pitfalls). Fact of life.
  3. the janusgraph HBaseInputFormat use sentire HBase regions as hadoop partitions, which are fed into spark tasks. The 2.6Gb region size is for compressed binary data which explodes when expanded into java objects. This is your real problem.
I did not follow the latest status of janusgraph-hbase features for the HBaseInputFormat, but you have to somehow use spark with smaller partitions than an entire HBase region.
A long time ago, I had success with skipping the HBaseInputFormat and have spark executors connect to JanusGraph themselves. That is not a quick solution, though.

Best wishes,

Marc

Op maandag 7 december 2020 om 14:10:55 UTC+1 schreef Roy Yu:
Error message:
ExecutorLostFailure (executor 1 exited caused by one of the running tasks) Reason: Container killed by YARN for exceeding memory limits. 33.1 GB of 33 GB physical memory used. Consider boosting spark.yarn.executor.memoryOverhead or disabling yarn.nodemanager.vmem-check-enabled because of YARN-4714. 

 graph conifg:
spark.executor.extraJavaOptions=-XX:+UseG1GC -XX:MaxGCPauseMillis=500 -verbose:gc -XX:+PrintGCDetails -XX:+PrintGCDateStamps -Xloggc:/mnt/data_1/log/spark2/gc-spark%p.log
spark.executor.cores=1
spark.executor.memory=40960m
spark.executor.instances=3

Region info:
hdfs dfs -du -h /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc
67     134    /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/.regioninfo
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/.tmp
2.6 G  5.1 G  /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/e
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/f
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/g
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/h
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/i
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/l
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/m
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/recovered.edits
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/s
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/t
root@~$

Anybody who can help me?


Re: How to improve traversal query performance

Manabu Kotani <smallcany...@...>
 

Hi Marc,

Profile outputs I tried.

1. g.V().has('serial',within('XXXXXX','YYYYYY')).inE('assembled').outV()
----------------------------------------------------------------------
gremlin> g.V().has('serial', within('1654145144','1648418968','1652445288','1654952168','1653379120','1654325440','1653383216','1658298568','1649680536','1649819672','1654964456','1649729552','1656103144','1655460032','1656111336','1654669360')).inE('assembled').outV().profile()
==>Traversal Metrics
Step                                                               Count  Traversers       Time (ms)    % Dur
=============================================================================================================
JanusGraphStep([],[serial.within([1654145144, 1...                    16          16          18.860    63.13
    \_condition=((serial = 1654145144 OR serial = 1648418968 OR serial = 1652445288 OR serial = 1654952168 OR
               serial = 1653379120 OR serial = 1654325440 OR serial = 1653383216 OR serial = 1658298568 OR se
               rial = 1649680536 OR serial = 1649819672 OR serial = 1654964456 OR serial = 1649729552 OR seri
               al = 1656103144 OR serial = 1655460032 OR serial = 1656111336 OR serial = 1654669360))
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=multiKSQ[16]@2000
    \_index=bySerial
  optimization                                                                                 0.058
  optimization                                                                                 0.694
  backend-query                                                       16                      17.823
    \_query=bySerial:multiKSQ[16]@2000
    \_limit=2000
JanusGraphVertexStep(IN,[assembled],vertex)                           73          73          11.016    36.87
    \_condition=type[assembled]
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    \_multi=true
    \_vertices=16
  optimization                                                                                 0.205
  backend-query                                                       73                       9.332
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
                                            >TOTAL                     -           -          29.877        -

2. g.V().has('serial',within('XXXXXX','YYYYYY')).as('a').in('assembled').inE('assembled').where(outV(), neq('a')).outV()            // query not tested
----------------------------------------------------------------------
gremlin> g.V().has('serial', within('1654145144','1648418968','1652445288','1654952168','1653379120','1654325440','1653383216','1658298568','1649680536','1649819672','1654964456','1649729552','1656103144','1655460032','1656111336','1654669360')).as('a').in('assembled').inE('assembled').where(outV().is(neq('a'))).outV().profile()
==>Traversal Metrics
Step                                                               Count  Traversers       Time (ms)    % Dur
=============================================================================================================
JanusGraphStep([],[serial.within([1654145144, 1...                    16          16          19.980    26.52
    \_condition=((serial = 1654145144 OR serial = 1648418968 OR serial = 1652445288 OR serial = 1654952168 OR
               serial = 1653379120 OR serial = 1654325440 OR serial = 1653383216 OR serial = 1658298568 OR se
               rial = 1649680536 OR serial = 1649819672 OR serial = 1654964456 OR serial = 1649729552 OR seri
               al = 1656103144 OR serial = 1655460032 OR serial = 1656111336 OR serial = 1654669360))
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=multiKSQ[16]@2000
    \_index=bySerial
  optimization                                                                                 0.026
  optimization                                                                                 0.588
  backend-query                                                       16                      18.813
    \_query=bySerial:multiKSQ[16]@2000
    \_limit=2000
JanusGraphVertexStep(IN,[assembled],vertex)                           73          73           6.521     8.66
    \_condition=type[assembled]
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    \_multi=true
    \_vertices=16
  optimization                                                                                 0.154
  backend-query                                                       73                       5.310
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
JanusGraphVertexStep(IN,[assembled],edge)                           2578        2578          20.170    26.77
    \_condition=type[assembled]
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    \_multi=true
    \_vertices=59
  optimization                                                                                 0.032
  backend-query                                                     2578                      10.266
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
TraversalFilterStep([EdgeVertexStep(OUT), Profi...                  2578        2578          21.824    28.97
  EdgeVertexStep(OUT)                                               2578        2578           4.776
  IsStep(neq(a))                                                                               6.172
EdgeVertexStep(OUT)                                                 2578        2578           6.842     9.08
                                            >TOTAL                     -           -          75.338        -


3. Results I want to get.
----------------------------------------------------------------------
g.V().has('serial', within('1654145144','1648418968','1652445288','1654952168','1653379120','1654325440','1653383216','1658298568','1649680536','1649819672','1654964456','1649729552','1656103144','1655460032','1656111336','1654669360')).as('a').repeat(inE('assembled').as('b').outV().as('c').simplePath()).emit().select('a').id().as('parent').select('b').values('work_date').as('work_date').select('c').values('serial').as('child').select('parent','child','work_date').order().by('parent').by('child').by('work_date').profile()
==>Traversal Metrics
Step                                                               Count  Traversers       Time (ms)    % Dur
=============================================================================================================
JanusGraphStep([],[serial.within([1654145144, 1...                    16          16          24.028     4.95
    \_condition=((serial = 1654145144 OR serial = 1648418968 OR serial = 1652445288 OR serial = 1654952168 OR
               serial = 1653379120 OR serial = 1654325440 OR serial = 1653383216 OR serial = 1658298568 OR se
               rial = 1649680536 OR serial = 1649819672 OR serial = 1654964456 OR serial = 1649729552 OR seri
               al = 1656103144 OR serial = 1655460032 OR serial = 1656111336 OR serial = 1654669360))
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=multiKSQ[16]@2000
    \_index=bySerial
  optimization                                                                                 0.074
  optimization                                                                                 1.256
  backend-query                                                       16                     312.583
    \_query=bySerial:multiKSQ[16]@2000
    \_limit=2000
RepeatStep([JanusGraphVertexStep(IN,[assembled]...                  2925        2925         272.924    56.26
  JanusGraphVertexStep(IN,[assembled],edge)@[b]                     2925        2925         223.728
    \_condition=type[assembled]
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    \_multi=true
    \_vertices=9
    optimization                                                                               0.203
    backend-query                                                      5                       1.557
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.020
    backend-query                                                    161                       2.356
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.125
    backend-query                                                      9                      25.853
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.023
    backend-query                                                      8                       2.168
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.024
    backend-query                                                      0                       1.808
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.026
    backend-query                                                      5                       1.354
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.024
    backend-query                                                    161                       1.989
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.040
    backend-query                                                      9                       3.490
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.026
    backend-query                                                      0                       2.231
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.061
    backend-query                                                      5                       1.877
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.027
    backend-query                                                    161                       4.645
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.056
    backend-query                                                     10                       2.554
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.073
    backend-query                                                      9                       4.274
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.026
    backend-query                                                      0                       1.199
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.026
    backend-query                                                      5                       1.165
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.025
    backend-query                                                    161                       8.010
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.032
    backend-query                                                      9                       1.542
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.032
    backend-query                                                      4                       5.402
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.038
    backend-query                                                      5                       4.173
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.029
    backend-query                                                    161                       4.113
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.056
    backend-query                                                      9                       1.617
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.035
    backend-query                                                      0                       1.517
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.044
    backend-query                                                      5                       1.522
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.045
    backend-query                                                    161                       1.985
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.029
    backend-query                                                      9                       1.435
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.028
    backend-query                                                      0                       1.034
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.021
    backend-query                                                      3                       1.108
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.024
    backend-query                                                    161                       1.785
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.036
    backend-query                                                      9                       7.190
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.032
    backend-query                                                      8                      12.321
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.044
    backend-query                                                      0                       1.926
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.032
    backend-query                                                      5                       1.782
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.028
    backend-query                                                    161                       3.398
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.031
    backend-query                                                      9                       1.412
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.026
    backend-query                                                      0                       1.212
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.035
    backend-query                                                      5                       1.283
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.028
    backend-query                                                    161                       2.149
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.035
    backend-query                                                      9                       1.415
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.025
    backend-query                                                      1                       1.214
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.025
    backend-query                                                      3                       1.313
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.027
    backend-query                                                    161                       2.004
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.038
    backend-query                                                      9                       8.265
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.031
    backend-query                                                      0                       1.718
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.028
    backend-query                                                      5                       1.489
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.029
    backend-query                                                    161                       2.066
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.029
    backend-query                                                      9                       1.361
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.024
    backend-query                                                      2                       1.454
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.026
    backend-query                                                      5                       1.234
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.025
    backend-query                                                    161                       1.819
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.027
    backend-query                                                      9                       1.361
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.026
    backend-query                                                      0                       1.136
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.028
    backend-query                                                      5                       1.265
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.029
    backend-query                                                    161                      10.425
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.040
    backend-query                                                      9                       2.437
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.050
    backend-query                                                      0                       1.462
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.049
    backend-query                                                      5                       2.208
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.028
    backend-query                                                    163                       2.415
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.035
    backend-query                                                      9                       1.252
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.027
    backend-query                                                      0                       1.164
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.032
    backend-query                                                      4                       1.335
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.028
    backend-query                                                    161                       1.944
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.028
    backend-query                                                      9                       1.473
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.026
    backend-query                                                      0                       1.114
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.025
    backend-query                                                      3                       1.279
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.025
    backend-query                                                    161                       1.867
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.033
    backend-query                                                      9                       1.463
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.027
    backend-query                                                      0                       1.169
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
  EdgeVertexStep(OUT)@[c]                                           2925        2925           7.733
  PathFilterStep(simple)                                            2925        2925          10.508
  JanusGraphMultiQueryStep(RepeatEndStep)                           2925        2925          14.827
  RepeatEndStep                                                     2925        2925           9.754
SelectOneStep(last,a)                                               2925        2925           8.340     1.72
IdStep@[parent]                                                     2925        2925           7.347     1.51
SelectOneStep(last,b)                                               2925        2925           8.690     1.79
JanusGraphPropertiesStep([work_date],value)@[wo...                  2925        2925          35.051     7.22
SelectOneStep(last,c)                                               2925        2925           9.512     1.96
JanusGraphPropertiesStep([serial],value)@[child]                    2925        2925          79.337    16.35
    \_condition=type[serial]
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d
    \_multi=true
    \_vertices=302
  optimization                                                                                 0.044
  backend-query                                                      302                      53.962
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d
SelectStep(last,[parent, child, work_date])                         2925        2925          10.705     2.21
OrderGlobalStep([[value(parent), asc], [value(c...                  2925        2925          29.210     6.02
                                            >TOTAL                     -           -         485.149        -


Best regards,
Manabu

2020年11月26日木曜日 16:07:27 UTC+9 HadoopMarc:

Hi Manabu,

OK, I think for this graph structure your initial query is fine for getting the right output results. Still, to better understand the impact on the performance of using sack() you might want to split up your query during experimentation:
  1. g.V().has('serial',within('XXXXXX','YYYYYY')).inE('assembled').outV()
  2. g.V().has('serial',within('XXXXXX','YYYYYY')).as('a').in('assembled').inE('assembled').where(outV(), neq('a')).outV()            // query not tested

Note that I did not use the SimplePath() step, but because it probably precludes the bulking after adding appropriate sack() steps.
If you want others to step in for getting the sack() steps right, please provide the gremlin steps to create your sample graph and the query you have already tried with query output and profile() output.

Best wishes,      Marc


Op donderdag 26 november 2020 om 00:29:33 UTC+1 schreef Manabu Kotani:
Hi Marc,

Sorry, I forgot an attachment (Image of tree structure).

Relationships between vertices and edges are like below.
(Label:item, serial:A)<--[Label:assembled, work_date:2020-11-24]--(Label:item, serial:B)
(Label:item, serial:A)<--[Label:assembled, work_date:2020-11-25]--(Label:item, serial:C)  
(Label:item, serial:B)<--[Label:assembled, work_date:2020-11-23]--(Label:item, serial:D)    
(Label:item, serial:B)<--[Label:assembled, work_date:2020-11-22]--(Label:item, serial:E)      
(Label:item, serial:C)<--[Label:assembled, work_date:2020-11-21]--(Label:item, serial:E)        
(Label:item, serial:C)<--[Label:assembled, work_date:2020-11-20]--(Label:item, serial:F)          



Best regards,
Manabu

2020年11月25日水曜日 19:55:54 UTC+9 HadoopMarc:
Hi Manabu,

What edge are present between vertices A,B,C,D,E,F?

If there are only edges A-B, A-C, A-D, A-E, A-F, you do not need repeat().

Best wishes,    Marc


Op woensdag 25 november 2020 om 09:22:34 UTC+1 schreef Manabu Kotani:
Hi Marc,

Thank you for your quick reply.

Sorry for the lack of my explanation.
I have a graph like below. (There are 3 levels in this figure, but not necessarily 3 levels.)


When query by "A" for property "serial", then I would like to get results like these.
1. A, B, 2020-11-24
2. A, C, 2020-11-25
3. A, D, 2020-11-23
4. A, E, 2020-11-21
5. A, E, 2020-11-22
6. A, F, 2020-11-20

In this situation, how shoud I use until() step?

Sorry for my low comprehension, I've just started to learn Gremlin.

Best regards,
Manabu

2020年11月25日水曜日 15:46:35 UTC+9 HadoopMarc:
Hi Manabu,

repeat()/simplePath()/emit() can have valid uses, although normally you combine it with the times() or until() step to limit the number of repeats. The profile from your query suggests that the repeat step never takes effect, that is, each traversal takes only a single step from parent to child. The repeat step is not wrong in itself, but if it is not necessary you do not want it to be there if you do not know its impact on performance.

Best wishes,    Marc

Op dinsdag 24 november 2020 om 08:43:36 UTC+1 schreef Manabu Kotani:
Hi Marc,

Thank you for your reply.

I'm reading ref docs that you referred about sack()/barrier(). But, I've not able to understand yet.

One question.
What means this you advised? repeat()/simplePath()/emit() steps should not be used?

  • in the current traversal the repeat(), simplePath() and emit() steps have no effect if the children do not assemble children themselves. So you can leave these steps out for clarity and to be sure that they do not influence the janusgraph execution plan
Best regards,
Manabu

2020年11月21日土曜日 20:13:28 UTC+9 HadoopMarc:
Hi Manabu,

Without knowing if the considerations below will really help, you may try the following:
Best wishes,    Marc

Op donderdag 19 november 2020 om 02:37:48 UTC+1 schreef Manabu Kotani:
Hi All,

I'm testing traversal query performance.
My query (please see below) takes about 1.8sec.

Is there solution for improve performance (faster than 1.8sec)?
I hope that takes less than 500ms.

1.Environment:
JanusGraph (0.5.2) + Cassandra (3.11.0) on Docker Desktop (Windows)

2.Schema:
------------------------------------------------------------------------------------------------
Vertex Label Name              | Partitioned | Static                                             |
---------------------------------------------------------------------------------------------------
item                           | false       | false                                              |
---------------------------------------------------------------------------------------------------
Edge Label Name                | Directed    | Unidirected | Multiplicity                         |
---------------------------------------------------------------------------------------------------
assembled                      | true        | false       | MULTI                                |
---------------------------------------------------------------------------------------------------
Property Key Name              | Cardinality | Data Type                                          |
---------------------------------------------------------------------------------------------------
serial                         | SINGLE      | class java.lang.String                             |
work_date                      | SINGLE      | class java.util.Date                               |
---------------------------------------------------------------------------------------------------
Vertex Index Name              | Type        | Unique    | Backing        | Key:           Status |
---------------------------------------------------------------------------------------------------
bySerial                       | Composite   | false     | internalindex  | serial:       ENABLED |
---------------------------------------------------------------------------------------------------
Edge Index (VCI) Name          | Type        | Unique    | Backing        | Key:           Status |
---------------------------------------------------------------------------------------------------
byWorkDate                     | Composite   | false     | internalindex  | work_date:    ENABLED |
---------------------------------------------------------------------------------------------------
Relation Index                 | Type        | Direction | Sort Key       | Order    |     Status |
---------------------------------------------------------------------------------------------------
---------------------------------------------------------------------------------------------------
-----------------------------------------------------------------------------------------------------------  

3.Query:
g.V().has('serial',within('XXXXXX','YYYYYY',....<- 100 search keys).as('a')
.repeat(inE('assembled').as('b').outV().as('c').simplePath())
.emit()
.select('a').values('serial').as('parent')
.select('b').values('work_date').as('work_date')
.select('c').values('serial').as('child')
.select('parent','child','work_date')
.order().by('parent').by('child').by('work_date')
----------------------------------------------------------------------------------------------------------- 
 
4.Query Profile:
==>Traversal Metrics
Step                                                               Count  Traversers       Time (ms)    % Dur
=============================================================================================================
JanusGraphStep([],[serial.within([XXXXXX...                   100         100         159.582     8.89
    \_condition=((serial = XXXXXX OR serial = YYYYYY OR .... <- 100 search keys))
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=multiKSQ[100]@2000
    \_index=bySerial
  optimization                                                                                 0.018
  optimization                                                                                 6.744
  backend-query                                                      100                    1074.225
    \_query=bySerial:multiKSQ[100]@2000
    \_limit=2000
RepeatStep([JanusGraphVertexStep(IN,[assembled]...                 20669       20669         857.001    47.74
  JanusGraphVertexStep(IN,[assembled],edge)@[b]                    20669       20669         633.529
    \_condition=type[assembled]
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    \_multi=true
    \_vertices=204
    optimization                                                                               0.477
    backend-query                                                    228                       2.076
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.150
    backend-query                                                      0                      43.366
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.093
    backend-query                                                    229                       1.978
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.107
    backend-query                                                      0                      32.738
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.111
    backend-query                                                    229                       1.577
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.107
    backend-query                                                      0                      17.827
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.085
    backend-query                                                    229                       1.517
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.108
    backend-query                                                      0                       5.729
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.071
    backend-query                                                    228                       1.993
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.083
    backend-query                                                      0                       3.335
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.150
    backend-query                                                    229                       1.890
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.137
    backend-query                                                      0                      32.593
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.110
    backend-query                                                    229                       2.253
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.069
    backend-query                                                    230                       1.624
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                      0                      12.797
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.116
    backend-query                                                    229                       1.579
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.090
    backend-query                                                      0                       5.764
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.107
    backend-query                                                    229                       1.651
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.134
    backend-query                                                      0                      22.327
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.074
    backend-query                                                    229                       1.756
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.075
    backend-query                                                      0                      11.145
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.069
    backend-query                                                    229                       1.947
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.086
    backend-query                                                      0                       3.727
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.100
    backend-query                                                    116                       1.492
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.085
    backend-query                                                      0                      27.159
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.132
    backend-query                                                    229                       1.524
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.100
    backend-query                                                      0                       7.173
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.075
    backend-query                                                    230                       1.880
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.114
    backend-query                                                      0                       3.696
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.085
    backend-query                                                    228                       1.645
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.143
    backend-query                                                      0                       2.924
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.105
    backend-query                                                    229                       2.010
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.316
    backend-query                                                      0                       3.806
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.095
    backend-query                                                    230                       1.854
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.185
    backend-query                                                    229                       1.936
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.099
    backend-query                                                      0                       2.135
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                    231                       1.479
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.067
    backend-query                                                      0                       5.907
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.069
    backend-query                                                      1                       1.129
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.109
    backend-query                                                      0                       1.069
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.082
    backend-query                                                    231                       1.245
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.072
    backend-query                                                      0                       1.175
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.064
    backend-query                                                    229                       1.308
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.078
    backend-query                                                      0                       7.058
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.145
    backend-query                                                    231                       1.655
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.115
    backend-query                                                      0                       3.946
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.067
    backend-query                                                    117                       1.231
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.063
    backend-query                                                      0                      11.856
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.065
    backend-query                                                    230                       1.606
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.072
    backend-query                                                      0                       6.973
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                    229                       1.445
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.088
    backend-query                                                    230                       1.836
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.098
    backend-query                                                      0                       2.552
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.088
    backend-query                                                    116                       1.450
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.060
    backend-query                                                      0                       4.072
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.062
    backend-query                                                    229                       1.421
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.058
    backend-query                                                      0                       2.342
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.058
    backend-query                                                    229                       0.999
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                      0                       1.847
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.063
    backend-query                                                    229                       1.171
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.064
    backend-query                                                      0                       0.999
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.051
    backend-query                                                    228                       0.991
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                      0                       2.107
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.215
    backend-query                                                    116                       1.678
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.069
    backend-query                                                    229                       1.578
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.081
    backend-query                                                      0                       3.649
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.096
    backend-query                                                    229                       1.619
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.066
    backend-query                                                    228                       1.549
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                    116                       1.610
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.154
    backend-query                                                    228                       1.746
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.092
    backend-query                                                      0                       2.958
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.093
    backend-query                                                    232                       1.698
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.143
    backend-query                                                    229                       1.719
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.081
    backend-query                                                      0                       2.809
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.065
    backend-query                                                    229                       1.410
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.082
    backend-query                                                    229                       1.458
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.109
    backend-query                                                    228                       1.651
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.066
    backend-query                                                    228                       1.417
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.111
    backend-query                                                    117                       1.536
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.188
    backend-query                                                      0                       1.660
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.132
    backend-query                                                    229                       2.361
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.110
    backend-query                                                      0                       2.384
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.140
    backend-query                                                    229                       1.680
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.067
    backend-query                                                    230                       1.342
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                      0                       3.129
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.118
    backend-query                                                    231                       1.397
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.169
    backend-query                                                      0                       5.665
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.114
    backend-query                                                    116                       1.780
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.128
    backend-query                                                      0                       2.316
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.108
    backend-query                                                    229                       1.521
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.083
    backend-query                                                    231                       1.508
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.074
    backend-query                                                      0                       2.327
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.092
    backend-query                                                    116                       1.509
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.285
    backend-query                                                      0                       2.007
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.079
    backend-query                                                    116                       1.245
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.134
    backend-query                                                    230                       1.521
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.092
    backend-query                                                      1                       1.278
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.064
    backend-query                                                      0                       1.104
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.076
    backend-query                                                    231                       1.287
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.079
    backend-query                                                    229                       1.768
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.098
    backend-query                                                      0                       2.570
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.110
    backend-query                                                    116                       1.489
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.061
    backend-query                                                      0                       1.756
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.055
    backend-query                                                    229                       1.133
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.060
    backend-query                                                    116                       1.241
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.056
    backend-query                                                      0                       2.435
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.056
    backend-query                                                    228                       1.099
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.061
    backend-query                                                      0                       1.017
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.080
    backend-query                                                    229                       1.217
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.065
    backend-query                                                    230                       1.448
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.065
    backend-query                                                    229                       1.546
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.079
    backend-query                                                    230                       1.955
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.165
    backend-query                                                      0                       3.284
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.102
    backend-query                                                    229                       1.936
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.081
    backend-query                                                      0                       4.640
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.072
    backend-query                                                    229                       1.384
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.062
    backend-query                                                      0                       2.224
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.088
    backend-query                                                    116                       1.419
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.069
    backend-query                                                      0                       2.289
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                    231                       1.474
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.071
    backend-query                                                    229                       1.646
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.072
    backend-query                                                      0                       1.408
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.068
    backend-query                                                    230                       1.974
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.090
    backend-query                                                    229                       1.923
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.151
    backend-query                                                    230                       2.211
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.074
    backend-query                                                    230                       1.234
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.059
    backend-query                                                      0                       1.695
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.125
    backend-query                                                    230                       1.199
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.064
    backend-query                                                      0                       1.089
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.057
    backend-query                                                    116                       1.807
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.085
    backend-query                                                      0                       1.299
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.074
    backend-query                                                    228                       1.397
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.081
    backend-query                                                    228                       1.776
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.079
    backend-query                                                      0                       1.980
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.101
    backend-query                                                    229                       1.571
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                    231                       1.483
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.064
    backend-query                                                      0                       2.260
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.060
    backend-query                                                    230                       1.471
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                    232                       1.305
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.060
    backend-query                                                    229                       1.246
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.063
    backend-query                                                    229                       1.093
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.053
    backend-query                                                    229                       1.420
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.062
    backend-query                                                    226                       1.596
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.145
    backend-query                                                      0                       2.730
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.059
    backend-query                                                    229                       1.550
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.076
    backend-query                                                    231                       1.622
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.058
    backend-query                                                    117                       1.224
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.108
    backend-query                                                      0                       2.025
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.062
    backend-query                                                    230                       1.251
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.058
    backend-query                                                    230                       1.223
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.068
    backend-query                                                    116                       1.224
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.051
    backend-query                                                      0                       0.937
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.045
    backend-query                                                    116                       1.597
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.058
    backend-query                                                    228                       1.595
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.063
    backend-query                                                      0                       3.238
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.058
    backend-query                                                    229                       1.573
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.078
    backend-query                                                    231                       1.894
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.092
    backend-query                                                    230                       1.717
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.061
    backend-query                                                    231                       1.302
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
  EdgeVertexStep(OUT)@[c]                                          20669       20669          39.223
  PathFilterStep(simple)                                           20669       20669          44.905
  JanusGraphMultiQueryStep(RepeatEndStep)                          20669       20669          65.528
  RepeatEndStep                                                    20669       20669          39.443
SelectOneStep(last,a)                                              20669       20669          44.574     2.48
JanusGraphPropertiesStep([serial],value)@[parent]                  20669       20669          92.515     5.15
    \_condition=type[serial]
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d
    \_multi=true
    \_vertices=100
  optimization                                                                                 0.090
  backend-query                                                      100                      12.807
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d
SelectOneStep(last,b)                                              20669       20669          41.753     2.33
JanusGraphPropertiesStep([work_date],value)@[wo...                 20669       20669          98.648     5.50
SelectOneStep(last,c)                                              20669       20669          41.674     2.32
JanusGraphPropertiesStep([serial],value)@[child]                   20669       20669         246.094    13.71
    \_condition=type[serial]
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d
    \_multi=true
    \_vertices=1392
  optimization                                                                                 0.060
  backend-query                                                     1392                     136.281
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d
SelectStep(last,[parent, child, work_date])                        20669       20669          49.139     2.74
OrderGlobalStep([[value(parent), asc], [value(c...                 20669       20669         164.034     9.14
                                            >TOTAL                     -           -        1795.018        -
-----------------------------------------------------------------------------------------------------------

Sorry for my poor English.
Thanks,
Manabu


Re: How to improve traversal query performance

Manabu Kotani <smallcany...@...>
 

Hi Marc,

Sorry for delay reply.

Gremlin steps for my graph is below.
(Sorry, I don't know how to attach file.)

1. schema groovy script
----------------------------------------------------------------------
g.tx().rollback()

m = graph.openManagement()
item = m.makeVertexLabel('item').make()
serial = m.makePropertyKey('serial').dataType(String.class).cardinality(org.janusgraph.core.Cardinality.SINGLE).make()
m.addProperties(item, serial)
assembled = m.makeEdgeLabel('assembled').make()
workDate = m.makePropertyKey('work_date').dataType(java.util.Date.class).cardinality(org.janusgraph.core.Cardinality.SINGLE).make()
m.addProperties(assembled, workDate)

m.buildIndex('bySerial', Vertex.class).addKey(serial).buildCompositeIndex()
m.buildIndex('byWorkDate', Edge.class).addKey(workDate).buildCompositeIndex()

m.commit()
g.tx().commit()

m = graph.openManagement()
m.printSchema()
m.rollback()
======================================================================

2. data import groovy script
----------------------------------------------------------------------
files = ["/tmp/graph/data.csv"]
files.each { file ->
g.tx().open()
println "Start."
lineCount = 0
processedCount = 0
new File(file).eachLine { line, count ->
lineCount = count
columns = line.split(' ', -1)
(parent_serial, work_date, child_serial) = columns 
if(child_serial == null || child_serial.length() == 0) {
return
}
processedCount++
split = work_date.split(" ")
date = split[0].split("/")
time = split[1].split(":")
cal = java.util.Calendar.getInstance()
cal.set(java.util.Calendar.YEAR, Integer.parseInt(date[0]))
cal.set(java.util.Calendar.MONTH, Integer.parseInt(date[1])-1)
cal.set(java.util.Calendar.DAY_OF_MONTH, Integer.parseInt(date[2]))
cal.set(java.util.Calendar.HOUR, Integer.parseInt(time[0]))
cal.set(java.util.Calendar.MINUTE, Integer.parseInt(time[1]))
cal.set(java.util.Calendar.SECOND, Integer.parseInt(time[2]))
cal.set(java.util.Calendar.MILLISECOND, 0)

dt_work = cal.getTime()
g.V().has('item','serial',parent_serial).fold()
.coalesce(unfold(),addV('item').property('serial',parent_serial)).aggregate('a')
.V().has('item','serial',child_serial).fold()
.coalesce(unfold(),addV('item').property('serial',child_serial)).aggregate('b')
.select('a').unfold().inE('assembled').has('work_date', dt_work)
.where(outV().where(within('b'))).fold()
.coalesce(unfold(),
addE('assembled').property('work_date',dt_work).from(select('b').unfold()).to(select('a').unfold())
)
.iterate()
}
g.tx().commit()
println "End. ${file}:${processedCount}/${lineCount}"
}
======================================================================

3. data (data.csv)
----------------------------------------------------------------------
1654145144,2018/09/18 17:43:44,1269530640
1654145144,2018/09/19 09:17:56,1649676440
1654145144,2018/09/19 09:18:54,1649811480
1654145144,2018/09/18 17:45:43,1653129408
1654145144,2018/09/18 17:58:50,1657106632
1648418968,2018/09/19 08:35:42,1271992512
1648418968,2018/09/19 08:41:49,1649672344
1648418968,2018/09/19 09:21:55,1649676440
1648418968,2018/09/19 09:22:02,1649811480
1648418968,2018/09/19 08:36:03,1649864744
1652445288,2018/09/19 08:38:02,1266868248
1652445288,2018/09/19 09:25:15,1649676440
1652445288,2018/09/19 08:38:21,1649725456
1652445288,2018/09/19 09:25:23,1654956264
1652445288,2018/09/19 08:43:38,1655402616
1654952168,2018/09/19 08:40:28,1267400720
1654952168,2018/09/19 09:33:16,1649676440
1654952168,2018/09/19 08:41:01,1652449384
1654952168,2018/09/19 09:33:22,1654329536
1654952168,2018/09/19 08:45:40,1655406712
1653379120,2018/09/19 08:43:01,1275183304
1653379120,2018/09/19 09:27:42,1649676440
1653379120,2018/09/19 08:48:59,1651081256
1653379120,2018/09/19 08:43:22,1652453480
1653379120,2018/09/19 09:27:49,1654956264
1654325440,2018/09/19 08:45:19,1272856696
1654325440,2018/09/19 09:30:33,1649676440
1654325440,2018/09/19 08:45:39,1652457576
1654325440,2018/09/19 09:30:40,1654329536
1654325440,2018/09/19 08:51:21,1655410808
1653383216,2018/09/19 09:23:33,1273622728
1653383216,2018/09/19 09:23:57,1654960360
1653383216,2018/09/19 09:28:45,1658302664
1658298568,2018/09/19 09:25:39,1269538832
1658298568,2018/09/19 10:57:14,1649815576
1658298568,2018/09/19 09:25:59,1653387312
1658298568,2018/09/19 09:30:46,1653391408
1658298568,2018/09/19 10:57:20,1654333632
1649680536,2018/09/19 08:49:19,1272803368
1649680536,2018/09/19 08:54:55,1651085352
1649680536,2018/09/19 08:49:38,1652461672
1649680536,2018/09/19 10:14:39,1653616744
1649680536,2018/09/19 10:14:34,1659625672
1649819672,2018/09/19 08:51:24,1273639144
1649819672,2018/09/19 08:51:45,1654337728
1649819672,2018/09/19 08:56:51,1654341824
1654964456,2018/09/19 08:53:41,1282871416
1654964456,2018/09/19 10:08:13,1651077144
1654964456,2018/09/19 08:54:01,1655414904
1654964456,2018/09/19 08:59:02,1656107240
1654964456,2018/09/19 10:08:07,1659625672
1649729552,2018/09/19 08:55:54,1273622760
1649729552,2018/09/19 10:11:16,1651077144
1649729552,2018/09/19 09:01:31,1656758392
1649729552,2018/09/19 08:56:14,1658306760
1649729552,2018/09/19 10:11:10,1659625672
1656103144,2018/09/19 08:58:55,1273635048
1656103144,2018/09/19 09:03:49,1650827416
1656103144,2018/09/19 09:56:30,1650831512
1656103144,2018/09/19 08:59:13,1654665264
1656103144,2018/09/19 09:56:22,1659625672
1655460032,2018/09/19 09:01:17,1275568328
1655460032,2018/09/19 09:59:08,1650831512
1655460032,2018/09/19 09:06:26,1650954256
1655460032,2018/09/19 09:01:36,1656762488
1655460032,2018/09/19 09:59:01,1659625672
1656111336,2018/09/19 09:03:32,1271795760
1656111336,2018/09/19 10:04:56,1651073048
1656111336,2018/09/19 09:03:52,1655464128
1656111336,2018/09/19 09:08:45,1659621576
1654669360,2018/09/19 09:05:49,1273413656
1654669360,2018/09/19 09:11:20,1651068952
1654669360,2018/09/19 09:06:10,1659617480
1269530640,2018/08/06 21:36:29,1269534736
1657106632,2018/09/16 11:55:52,479248
1657106632,2018/09/16 11:54:52,9506856
1657106632,2018/09/16 11:53:29,21586072
1657106632,2018/09/16 11:54:52,537215176
1657106632,2018/09/16 11:53:29,724271224
1657106632,2018/09/16 11:55:52,850853936
1657106632,2018/09/16 11:55:52,851787896
1657106632,2018/09/16 11:54:52,852303912
1657106632,2018/09/16 11:54:52,1385205808
1657106632,2018/09/16 11:55:52,1386102824
1657106632,2018/09/16 11:52:39,1387339880
1657106632,2018/09/16 11:54:52,1388658888
1657106632,2018/09/16 11:54:52,1392607432
1657106632,2018/09/16 11:52:39,1395613720
1657106632,2018/09/16 11:52:39,1397547112
1657106632,2018/09/16 11:52:39,1397551208
1657106632,2018/09/16 11:55:52,1397596264
1657106632,2018/09/16 11:52:39,1397706792
1657106632,2018/09/16 11:53:29,1397751912
1657106632,2018/09/16 11:53:29,1397899304
1657106632,2018/09/16 11:52:39,1398140976
1657106632,2018/09/16 11:54:52,1398169648
1657106632,2018/09/16 11:52:39,1399472248
1657106632,2018/09/16 11:52:39,1400099008
1657106632,2018/09/16 11:51:57,1400123584
1657106632,2018/09/16 11:55:52,1400180936
1657106632,2018/09/16 11:52:39,1400320232
1657106632,2018/09/16 11:53:29,1403818184
1657106632,2018/09/16 11:54:52,2057744536
1657106632,2018/09/16 11:52:39,2062319640
1657106632,2018/09/16 11:51:57,2062364696
1657106632,2018/09/16 11:53:29,2062372888
1657106632,2018/09/16 11:52:39,2062376984
1657106632,2018/09/16 11:52:39,2062381080
1657106632,2018/09/16 11:54:52,2062385176
1657106632,2018/09/16 11:54:52,2062393368
1657106632,2018/09/16 11:51:57,2062405656
1657106632,2018/09/16 11:55:52,2062438424
1657106632,2018/09/16 11:54:52,2064552088
1657106632,2018/09/16 11:51:57,2064613528
1657106632,2018/09/16 11:52:39,2064621720
1657106632,2018/09/16 11:52:39,2064629912
1657106632,2018/09/16 11:52:39,2064634008
1657106632,2018/09/16 11:55:52,2064654488
1657106632,2018/09/16 11:54:52,2064666776
1657106632,2018/09/16 11:54:52,2064883752
1657106632,2018/09/16 11:52:39,2064896040
1657106632,2018/09/16 11:51:57,2064904232
1657106632,2018/09/16 11:51:57,2064908328
1657106632,2018/09/16 11:52:39,2064920616
1657106632,2018/09/16 11:52:39,2064924712
1657106632,2018/09/16 11:52:39,2064928808
1657106632,2018/09/16 11:51:57,2064932904
1657106632,2018/09/16 11:54:52,2064937000
1657106632,2018/09/16 11:51:57,2064945192
1657106632,2018/09/16 11:54:52,2064961576
1657106632,2018/09/16 11:51:57,2065010704
1657106632,2018/09/16 11:51:57,2065014800
1657106632,2018/09/16 11:52:39,2065027088
1657106632,2018/09/16 11:51:57,2065035280
1657106632,2018/09/16 11:51:57,2065039376
1657106632,2018/09/16 11:53:29,2065043472
1657106632,2018/09/16 11:53:29,2065047568
1657106632,2018/09/16 11:54:52,2065055760
1657106632,2018/09/16 11:54:52,2065059856
1657106632,2018/09/16 11:55:52,2065063952
1657106632,2018/09/16 11:53:29,2067509352
1657106632,2018/09/16 11:53:29,2067517544
1657106632,2018/09/16 11:53:29,2067525736
1657106632,2018/09/16 11:53:29,2067533928
1657106632,2018/09/16 11:52:39,2067538024
1657106632,2018/09/16 11:52:39,2067542120
1657106632,2018/09/16 11:54:52,2067546216
1657106632,2018/09/16 11:54:52,2067550312
1657106632,2018/09/16 11:51:57,2067566640
1657106632,2018/09/16 11:53:29,2067566784
1657106632,2018/09/16 11:54:52,2067570880
1657106632,2018/09/16 11:54:52,2067579072
1657106632,2018/09/16 11:53:29,2067583168
1657106632,2018/09/16 11:51:57,2067587120
1657106632,2018/09/16 11:51:57,2067591216
1657106632,2018/09/16 11:55:52,2067595312
1657106632,2018/09/16 11:55:52,2067603648
1657106632,2018/09/16 11:54:52,2067615792
1657106632,2018/09/16 11:51:57,2069049464
1657106632,2018/09/16 11:51:57,2069053560
1657106632,2018/09/16 11:53:29,2069061752
1657106632,2018/09/16 11:53:29,2069065848
1657106632,2018/09/16 11:54:52,2069086328
1657106632,2018/09/16 11:51:57,2069790952
1657106632,2018/09/16 11:53:29,2069799144
1657106632,2018/09/16 11:52:39,2069815528
1657106632,2018/09/16 11:51:57,2076110872
1657106632,2018/09/16 11:54:52,2076602568
1657106632,2018/09/16 11:51:57,2076627144
1657106632,2018/09/16 11:51:57,2076631240
1657106632,2018/09/16 11:53:29,2076651720
1657106632,2018/09/16 11:52:39,2076655816
1657106632,2018/09/16 11:52:39,2076659912
1657106632,2018/09/16 11:52:39,2076664008
1657106632,2018/09/16 11:52:39,2076668104
1657106632,2018/09/16 11:54:52,2076672200
1657106632,2018/09/16 11:54:52,2076676296
1657106632,2018/09/16 11:54:52,2076680392
1657106632,2018/09/16 11:51:57,2076688584
1657106632,2018/09/16 11:51:57,2077679768
1657106632,2018/09/16 11:54:52,2077683864
1657106632,2018/09/16 11:54:52,2077692056
1657106632,2018/09/16 11:53:29,2077704344
1657106632,2018/09/16 11:51:57,2077773864
1657106632,2018/09/16 11:54:52,2077777960
1657106632,2018/09/16 11:54:52,2077794344
1657106632,2018/09/16 11:52:39,2077945872
1657106632,2018/09/16 11:51:57,2077962256
1657106632,2018/09/16 11:53:29,2077970584
1657106632,2018/09/16 11:54:52,2077974544
1657106632,2018/09/16 11:52:39,2077974680
1657106632,2018/09/16 11:53:29,2078007312
1657106632,2018/09/16 11:52:39,2078011408
1657106632,2018/09/16 11:53:29,2078072872
1657106632,2018/09/16 11:51:57,2078076968
1657106632,2018/09/16 11:51:57,2078081064
1657106632,2018/09/16 11:53:29,2078085160
1657106632,2018/09/16 11:52:39,2078089256
1657106632,2018/09/16 11:51:57,2078093352
1657106632,2018/09/16 11:52:39,2078281744
1657106632,2018/09/16 11:52:39,2078285840
1657106632,2018/09/16 11:54:52,2078289936
1657106632,2018/09/16 11:55:52,2078642192
1657106632,2018/09/16 11:52:39,2080620736
1657106632,2018/09/16 11:54:52,2080633024
1657106632,2018/09/16 11:53:29,2080649408
1657106632,2018/09/16 11:52:39,2080657600
1657106632,2018/09/16 11:54:52,2080833584
1657106632,2018/09/16 11:53:29,2081034344
1657106632,2018/09/16 11:54:52,2081341632
1657106632,2018/09/16 11:52:39,2082009208
1657106632,2018/09/16 11:52:39,2082017400
1657106632,2018/09/16 11:51:57,2082025592
1657106632,2018/09/16 11:54:52,2082033784
1657106632,2018/09/16 11:54:52,2082037880
1657106632,2018/09/16 11:52:39,2082050168
1657106632,2018/09/16 11:53:29,2082402424
1657106632,2018/09/16 11:51:57,2083148008
1657106632,2018/09/16 11:54:52,2083152104
1657106632,2018/09/16 11:54:52,2083156200
1657106632,2018/09/16 11:53:29,2083176680
1657106632,2018/09/16 11:53:29,2083188968
1657106632,2018/09/16 11:53:29,2083455208
1657106632,2018/09/16 11:54:52,2083459304
1657106632,2018/09/16 11:55:52,2083586280
1657106632,2018/09/16 11:54:52,2089513160
1657106632,2018/09/16 11:52:39,2089517256
1657106632,2018/09/16 11:51:57,2089529544
1657106632,2018/09/16 11:51:57,2089533640
1657106632,2018/09/16 11:51:57,2089537736
1657106632,2018/09/16 11:51:57,2089566408
1657106632,2018/09/16 11:53:29,2089935048
1657106632,2018/09/16 11:53:29,2089943240
1657106632,2018/09/16 11:54:52,2090369224
1271992512,2018/08/06 21:36:05,1271996608
1649672344,2018/09/16 12:05:12,479248
1649672344,2018/09/16 12:01:33,9506856
1649672344,2018/09/16 12:00:28,21586072
1649672344,2018/09/16 12:01:33,537215176
1649672344,2018/09/16 12:00:28,724271224
1649672344,2018/09/16 12:05:12,783491088
1649672344,2018/09/16 12:05:12,850853936
1649672344,2018/09/16 12:05:12,851787896
1649672344,2018/09/16 12:01:33,852303912
1649672344,2018/09/16 12:01:33,1385205808
1649672344,2018/09/16 12:05:12,1386102824
1649672344,2018/09/16 11:59:39,1387339880
1649672344,2018/09/16 12:01:33,1388658888
1649672344,2018/09/16 12:01:33,1392607432
1649672344,2018/09/16 11:59:39,1395613720
1649672344,2018/09/16 11:59:39,1397547112
1649672344,2018/09/16 11:59:39,1397551208
1649672344,2018/09/16 12:05:12,1397596264
1649672344,2018/09/16 11:59:39,1397706792
1649672344,2018/09/16 12:00:28,1397751912
1649672344,2018/09/16 12:00:28,1397899304
1649672344,2018/09/16 11:59:39,1398140976
1649672344,2018/09/16 12:01:33,1398169648
1649672344,2018/09/16 11:59:39,1399472248
1649672344,2018/09/16 11:59:39,1400099008
1649672344,2018/09/16 11:59:14,1400123584
1649672344,2018/09/16 12:05:12,1400180936
1649672344,2018/09/16 11:59:39,1400320232
1649672344,2018/09/16 12:00:28,1403818184
1649672344,2018/09/16 12:01:33,2057744536
1649672344,2018/09/16 11:59:39,2062319640
1649672344,2018/09/16 11:59:14,2062364696
1649672344,2018/09/16 12:00:28,2062372888
1649672344,2018/09/16 11:59:39,2062376984
1649672344,2018/09/16 11:59:39,2062381080
1649672344,2018/09/16 12:01:33,2062385176
1649672344,2018/09/16 12:01:33,2062393368
1649672344,2018/09/16 11:59:14,2062405656
1649672344,2018/09/16 12:05:12,2062438424
1649672344,2018/09/16 12:01:33,2064552088
1649672344,2018/09/16 11:59:14,2064613528
1649672344,2018/09/16 11:59:39,2064621720
1649672344,2018/09/16 11:59:39,2064629912
1649672344,2018/09/16 11:59:39,2064634008
1649672344,2018/09/16 12:05:12,2064654488
1649672344,2018/09/16 12:01:33,2064666776
1649672344,2018/09/16 12:01:33,2064883752
1649672344,2018/09/16 11:59:39,2064896040
1649672344,2018/09/16 11:59:14,2064904232
1649672344,2018/09/16 11:59:14,2064908328
1649672344,2018/09/16 11:59:39,2064920616
1649672344,2018/09/16 11:59:39,2064924712
1649672344,2018/09/16 11:59:39,2064928808
1649672344,2018/09/16 11:59:14,2064932904
1649672344,2018/09/16 12:01:33,2064937000
1649672344,2018/09/16 11:59:14,2064945192
1649672344,2018/09/16 12:01:33,2064961576
1649672344,2018/09/16 11:59:14,2065010704
1649672344,2018/09/16 11:59:14,2065014800
1649672344,2018/09/16 11:59:39,2065027088
1649672344,2018/09/16 11:59:14,2065035280
1649672344,2018/09/16 11:59:14,2065039376
1649672344,2018/09/16 12:00:28,2065043472
1649672344,2018/09/16 12:00:28,2065047568
1649672344,2018/09/16 12:01:33,2065055760
1649672344,2018/09/16 12:01:33,2065059856
1649672344,2018/09/16 12:05:12,2065063952
1649672344,2018/09/16 12:00:28,2067509352
1649672344,2018/09/16 12:00:28,2067517544
1649672344,2018/09/16 12:00:28,2067525736
1649672344,2018/09/16 12:00:28,2067533928
1649672344,2018/09/16 11:59:39,2067538024
1649672344,2018/09/16 11:59:39,2067542120
1649672344,2018/09/16 12:01:33,2067546216
1649672344,2018/09/16 12:01:33,2067550312
1649672344,2018/09/16 11:59:14,2067566640
1649672344,2018/09/16 12:00:28,2067566784
1649672344,2018/09/16 12:01:33,2067570880
1649672344,2018/09/16 12:01:33,2067579072
1649672344,2018/09/16 12:00:28,2067583168
1649672344,2018/09/16 11:59:14,2067587120
1649672344,2018/09/16 11:59:14,2067591216
1649672344,2018/09/16 12:05:12,2067603648
1649672344,2018/09/16 11:59:14,2069049464
1649672344,2018/09/16 11:59:14,2069053560
1649672344,2018/09/16 12:00:28,2069061752
1649672344,2018/09/16 12:00:28,2069065848
1649672344,2018/09/16 12:01:33,2069086328
1649672344,2018/09/16 11:59:14,2069790952
1649672344,2018/09/16 12:00:28,2069799144
1649672344,2018/09/16 11:59:39,2069815528
1649672344,2018/09/16 11:59:14,2076110872
1649672344,2018/09/16 12:01:33,2076602568
1649672344,2018/09/16 11:59:14,2076627144
1649672344,2018/09/16 11:59:14,2076631240
1649672344,2018/09/16 12:00:28,2076651720
1649672344,2018/09/16 11:59:39,2076655816
1649672344,2018/09/16 11:59:39,2076659912
1649672344,2018/09/16 11:59:39,2076664008
1649672344,2018/09/16 11:59:39,2076668104
1649672344,2018/09/16 12:01:33,2076672200
1649672344,2018/09/16 12:01:33,2076676296
1649672344,2018/09/16 12:01:33,2076680392
1649672344,2018/09/16 11:59:14,2076688584
1649672344,2018/09/16 11:59:14,2077679768
1649672344,2018/09/16 12:01:33,2077683864
1649672344,2018/09/16 12:01:33,2077692056
1649672344,2018/09/16 12:00:28,2077704344
1649672344,2018/09/16 11:59:14,2077773864
1649672344,2018/09/16 12:01:33,2077777960
1649672344,2018/09/16 12:01:33,2077794344
1649672344,2018/09/16 11:59:39,2077945872
1649672344,2018/09/16 11:59:14,2077962256
1649672344,2018/09/16 12:00:28,2077970584
1649672344,2018/09/16 12:01:33,2077974544
1649672344,2018/09/16 11:59:39,2077974680
1649672344,2018/09/16 12:01:33,2077978640
1649672344,2018/09/16 12:00:28,2078007312
1649672344,2018/09/16 11:59:39,2078011408
1649672344,2018/09/16 12:00:28,2078072872
1649672344,2018/09/16 11:59:14,2078081064
1649672344,2018/09/16 12:00:28,2078085160
1649672344,2018/09/16 11:59:39,2078089256
1649672344,2018/09/16 11:59:14,2078093352
1649672344,2018/09/16 11:59:39,2078281744
1649672344,2018/09/16 11:59:39,2078285840
1649672344,2018/09/16 12:01:33,2078289936
1649672344,2018/09/16 12:05:12,2078642192
1649672344,2018/09/16 11:59:39,2080620736
1649672344,2018/09/16 12:01:33,2080633024
1649672344,2018/09/16 12:00:28,2080649408
1649672344,2018/09/16 11:59:39,2080657600
1649672344,2018/09/16 12:01:33,2080833584
1649672344,2018/09/16 12:00:28,2081034344
1649672344,2018/09/16 12:01:33,2081341632
1649672344,2018/09/16 11:59:39,2082009208
1649672344,2018/09/16 11:59:39,2082017400
1649672344,2018/09/16 11:59:14,2082025592
1649672344,2018/09/16 12:01:33,2082033784
1649672344,2018/09/16 12:01:33,2082037880
1649672344,2018/09/16 11:59:39,2082050168
1649672344,2018/09/16 12:00:28,2082402424
1649672344,2018/09/16 11:59:14,2083148008
1649672344,2018/09/16 12:01:33,2083152104
1649672344,2018/09/16 12:01:33,2083156200
1649672344,2018/09/16 12:00:28,2083176680
1649672344,2018/09/16 11:59:14,2083184872
1649672344,2018/09/16 12:00:28,2083188968
1649672344,2018/09/16 12:00:28,2083455208
1649672344,2018/09/16 12:01:33,2083459304
1649672344,2018/09/16 12:05:12,2083586280
1649672344,2018/09/16 12:01:33,2089513160
1649672344,2018/09/16 11:59:39,2089517256
1649672344,2018/09/16 11:59:14,2089529544
1649672344,2018/09/16 11:59:14,2089533640
1649672344,2018/09/16 11:59:14,2089537736
1649672344,2018/09/16 11:59:14,2089566408
1649672344,2018/09/16 12:00:28,2089570504
1649672344,2018/09/16 12:00:28,2089935048
1649672344,2018/09/16 12:01:33,2090369224
1266868248,2018/08/06 21:34:57,1270014144
1655402616,2018/09/16 11:23:38,479248
1655402616,2018/09/16 11:20:05,9506856
1655402616,2018/09/16 11:15:39,21586072
1655402616,2018/09/16 11:20:05,537215176
1655402616,2018/09/16 11:15:39,724271224
1655402616,2018/09/16 11:23:38,850853936
1655402616,2018/09/16 11:23:38,851787896
1655402616,2018/09/16 11:20:05,852303912
1655402616,2018/09/16 11:20:05,1385205808
1655402616,2018/09/16 11:23:38,1386102824
1655402616,2018/09/16 11:14:13,1387339880
1655402616,2018/09/16 11:20:05,1388658888
1655402616,2018/09/16 11:20:05,1392607432
1655402616,2018/09/16 11:14:13,1395613720
1655402616,2018/09/16 11:14:13,1397547112
1655402616,2018/09/16 11:14:13,1397551208
1655402616,2018/09/16 11:23:38,1397596264
1655402616,2018/09/16 11:14:13,1397706792
1655402616,2018/09/16 11:15:39,1397751912
1655402616,2018/09/16 11:15:39,1397899304
1655402616,2018/09/16 11:14:13,1398140976
1655402616,2018/09/16 11:20:05,1398169648
1655402616,2018/09/16 11:14:13,1399472248
1655402616,2018/09/16 11:14:13,1400099008
1655402616,2018/09/16 11:12:48,1400123584
1655402616,2018/09/16 11:23:38,1400180936
1655402616,2018/09/16 11:14:13,1400320232
1655402616,2018/09/16 11:15:39,1403818184
1655402616,2018/09/16 11:20:05,2057744536
1655402616,2018/09/16 11:14:13,2062319640
1655402616,2018/09/16 11:12:48,2062364696
1655402616,2018/09/16 11:15:39,2062372888
1655402616,2018/09/16 11:14:13,2062376984
1655402616,2018/09/16 11:14:13,2062381080
1655402616,2018/09/16 11:20:05,2062385176
1655402616,2018/09/16 11:20:05,2062393368
1655402616,2018/09/16 11:12:48,2062405656
1655402616,2018/09/16 11:23:38,2062438424
1655402616,2018/09/16 11:20:05,2064552088
1655402616,2018/09/16 11:12:48,2064613528
1655402616,2018/09/16 11:14:13,2064621720
1655402616,2018/09/16 11:14:13,2064629912
1655402616,2018/09/16 11:14:13,2064634008
1655402616,2018/09/16 11:23:38,2064654488
1655402616,2018/09/16 11:20:05,2064666776
1655402616,2018/09/16 11:20:05,2064883752
1655402616,2018/09/16 11:14:13,2064896040
1655402616,2018/09/16 11:12:48,2064904232
1655402616,2018/09/16 11:12:48,2064908328
1655402616,2018/09/16 11:14:13,2064920616
1655402616,2018/09/16 11:14:13,2064924712
1655402616,2018/09/16 11:14:13,2064928808
1655402616,2018/09/16 11:12:48,2064932904
1655402616,2018/09/16 11:20:05,2064937000
1655402616,2018/09/16 11:12:48,2064945192
1655402616,2018/09/16 11:20:05,2064961576
1655402616,2018/09/16 11:12:48,2065010704
1655402616,2018/09/16 11:12:48,2065014800
1655402616,2018/09/16 11:14:13,2065027088
1655402616,2018/09/16 11:12:48,2065035280
1655402616,2018/09/16 11:12:48,2065039376
1655402616,2018/09/16 11:15:39,2065043472
1655402616,2018/09/16 11:15:39,2065047568
1655402616,2018/09/16 11:20:05,2065055760
1655402616,2018/09/16 11:20:05,2065059856
1655402616,2018/09/16 11:23:38,2065063952
1655402616,2018/09/16 11:15:39,2067509352
1655402616,2018/09/16 11:15:39,2067517544
1655402616,2018/09/16 11:15:39,2067525736
1655402616,2018/09/16 11:15:39,2067533928
1655402616,2018/09/16 11:14:13,2067538024
1655402616,2018/09/16 11:14:13,2067542120
1655402616,2018/09/16 11:20:05,2067546216
1655402616,2018/09/16 11:20:05,2067550312
1655402616,2018/09/16 11:12:48,2067566640
1655402616,2018/09/16 11:15:39,2067566784
1655402616,2018/09/16 11:20:05,2067570880
1655402616,2018/09/16 11:20:05,2067579072
1655402616,2018/09/16 11:15:39,2067583168
1655402616,2018/09/16 11:12:48,2067587120
1655402616,2018/09/16 11:12:48,2067591216
1655402616,2018/09/16 11:23:38,2067595312
1655402616,2018/09/16 11:23:38,2067603648
1655402616,2018/09/16 11:20:05,2067615792
1655402616,2018/09/16 11:12:48,2069049464
1655402616,2018/09/16 11:12:48,2069053560
1655402616,2018/09/16 11:15:39,2069061752
1655402616,2018/09/16 11:15:39,2069065848
1655402616,2018/09/16 11:20:05,2069086328
1655402616,2018/09/16 11:12:48,2069790952
1655402616,2018/09/16 11:15:39,2069799144
1655402616,2018/09/16 11:14:13,2069815528
1655402616,2018/09/16 11:12:48,2076110872
1655402616,2018/09/16 11:20:05,2076602568
1655402616,2018/09/16 11:12:48,2076627144
1655402616,2018/09/16 11:12:48,2076631240
1655402616,2018/09/16 11:15:39,2076651720
1655402616,2018/09/16 11:14:13,2076655816
1655402616,2018/09/16 11:14:13,2076659912
1655402616,2018/09/16 11:14:13,2076664008
1655402616,2018/09/16 11:14:13,2076668104
1655402616,2018/09/16 11:20:05,2076672200
1655402616,2018/09/16 11:20:05,2076676296
1655402616,2018/09/16 11:20:05,2076680392
1655402616,2018/09/16 11:12:48,2076688584
1655402616,2018/09/16 11:12:48,2077679768
1655402616,2018/09/16 11:20:05,2077683864
1655402616,2018/09/16 11:20:05,2077692056
1655402616,2018/09/16 11:15:39,2077704344
1655402616,2018/09/16 11:12:48,2077773864
1655402616,2018/09/16 11:20:05,2077777960
1655402616,2018/09/16 11:20:05,2077794344
1655402616,2018/09/16 11:14:13,2077945872
1655402616,2018/09/16 11:12:48,2077962256
1655402616,2018/09/16 11:15:39,2077970584
1655402616,2018/09/16 11:20:05,2077974544
1655402616,2018/09/16 11:14:13,2077974680
1655402616,2018/09/16 11:15:39,2078007312
1655402616,2018/09/16 11:14:13,2078011408
1655402616,2018/09/16 11:15:39,2078072872
1655402616,2018/09/16 11:12:48,2078076968
1655402616,2018/09/16 11:12:48,2078081064
1655402616,2018/09/16 11:15:39,2078085160
1655402616,2018/09/16 11:14:13,2078089256
1655402616,2018/09/16 11:12:48,2078093352
1655402616,2018/09/16 11:14:13,2078281744
1655402616,2018/09/16 11:14:13,2078285840
1655402616,2018/09/16 11:20:05,2078289936
1655402616,2018/09/16 11:23:38,2078642192
1655402616,2018/09/16 11:14:13,2080620736
1655402616,2018/09/16 11:20:05,2080633024
1655402616,2018/09/16 11:15:39,2080649408
1655402616,2018/09/16 11:14:13,2080657600
1655402616,2018/09/16 11:20:05,2080833584
1655402616,2018/09/16 11:15:39,2081034344
1655402616,2018/09/16 11:20:05,2081341632
1655402616,2018/09/16 11:14:13,2082009208
1655402616,2018/09/16 11:14:13,2082017400
1655402616,2018/09/16 11:12:48,2082025592
1655402616,2018/09/16 11:20:05,2082033784
1655402616,2018/09/16 11:20:05,2082037880
1655402616,2018/09/16 11:14:13,2082050168
1655402616,2018/09/16 11:15:39,2082402424
1655402616,2018/09/16 11:12:48,2083148008
1655402616,2018/09/16 11:20:05,2083152104
1655402616,2018/09/16 11:20:05,2083156200
1655402616,2018/09/16 11:15:39,2083176680
1655402616,2018/09/16 11:15:39,2083188968
1655402616,2018/09/16 11:15:39,2083455208
1655402616,2018/09/16 11:20:05,2083459304
1655402616,2018/09/16 11:23:38,2083586280
1655402616,2018/09/16 11:20:05,2089513160
1655402616,2018/09/16 11:14:13,2089517256
1655402616,2018/09/16 11:12:48,2089529544
1655402616,2018/09/16 11:12:48,2089533640
1655402616,2018/09/16 11:12:48,2089537736
1655402616,2018/09/16 11:12:48,2089566408
1655402616,2018/09/16 11:15:39,2089935048
1655402616,2018/09/16 11:15:39,2089943240
1655402616,2018/09/16 11:20:05,2090369224
1267400720,2018/08/06 21:35:33,1270771832
1655406712,2018/09/16 12:02:46,479248
1655406712,2018/09/16 11:59:34,9506856
1655406712,2018/09/16 11:58:29,21586072
1655406712,2018/09/16 11:59:34,537215176
1655406712,2018/09/16 11:58:29,724271224
1655406712,2018/09/16 12:02:46,783491088
1655406712,2018/09/16 12:02:46,850853936
1655406712,2018/09/16 12:02:46,851787896
1655406712,2018/09/16 11:59:34,852303912
1655406712,2018/09/16 11:59:34,1385205808
1655406712,2018/09/16 12:02:46,1386102824
1655406712,2018/09/16 11:57:39,1387339880
1655406712,2018/09/16 11:59:34,1388658888
1655406712,2018/09/16 11:59:34,1392607432
1655406712,2018/09/16 11:57:39,1395613720
1655406712,2018/09/16 11:57:39,1397547112
1655406712,2018/09/16 11:57:39,1397551208
1655406712,2018/09/16 12:02:46,1397596264
1655406712,2018/09/16 11:57:39,1397706792
1655406712,2018/09/16 11:58:29,1397751912
1655406712,2018/09/16 11:58:29,1397899304
1655406712,2018/09/16 11:57:39,1398140976
1655406712,2018/09/16 11:59:34,1398169648
1655406712,2018/09/16 11:57:39,1399472248
1655406712,2018/09/16 11:57:39,1400099008
1655406712,2018/09/16 11:57:03,1400123584
1655406712,2018/09/16 12:02:46,1400180936
1655406712,2018/09/16 11:57:39,1400320232
1655406712,2018/09/16 11:58:29,1403818184
1655406712,2018/09/16 11:59:34,2057744536
1655406712,2018/09/16 11:57:39,2062319640
1655406712,2018/09/16 11:57:03,2062364696
1655406712,2018/09/16 11:58:29,2062372888
1655406712,2018/09/16 11:57:39,2062376984
1655406712,2018/09/16 11:57:39,2062381080
1655406712,2018/09/16 11:59:34,2062385176
1655406712,2018/09/16 11:59:34,2062393368
1655406712,2018/09/16 11:57:03,2062405656
1655406712,2018/09/16 12:02:46,2062438424
1655406712,2018/09/16 11:59:34,2064552088
1655406712,2018/09/16 11:57:03,2064613528
1655406712,2018/09/16 11:57:39,2064621720
1655406712,2018/09/16 11:57:39,2064629912
1655406712,2018/09/16 11:57:39,2064634008
1655406712,2018/09/16 12:02:46,2064654488
1655406712,2018/09/16 11:59:34,2064666776
1655406712,2018/09/16 11:59:34,2064883752
1655406712,2018/09/16 11:57:39,2064896040
1655406712,2018/09/16 11:57:03,2064904232
1655406712,2018/09/16 11:57:03,2064908328
1655406712,2018/09/16 11:57:39,2064920616
1655406712,2018/09/16 11:57:39,2064924712
1655406712,2018/09/16 11:57:39,2064928808
1655406712,2018/09/16 11:57:03,2064932904
1655406712,2018/09/16 11:59:34,2064937000
1655406712,2018/09/16 11:57:03,2064945192
1655406712,2018/09/16 11:59:34,2064961576
1655406712,2018/09/16 11:57:03,2065010704
1655406712,2018/09/16 11:57:03,2065014800
1655406712,2018/09/16 11:57:39,2065027088
1655406712,2018/09/16 11:57:03,2065035280
1655406712,2018/09/16 11:57:03,2065039376
1655406712,2018/09/16 11:58:29,2065043472
1655406712,2018/09/16 11:58:29,2065047568
1655406712,2018/09/16 11:59:34,2065055760
1655406712,2018/09/16 11:59:34,2065059856
1655406712,2018/09/16 12:02:46,2065063952
1655406712,2018/09/16 11:58:29,2067509352
1655406712,2018/09/16 11:58:29,2067517544
1655406712,2018/09/16 11:58:29,2067525736
1655406712,2018/09/16 11:58:29,2067533928
1655406712,2018/09/16 11:57:39,2067538024
1655406712,2018/09/16 11:57:39,2067542120
1655406712,2018/09/16 11:59:34,2067546216
1655406712,2018/09/16 11:59:34,2067550312
1655406712,2018/09/16 11:57:03,2067566640
1655406712,2018/09/16 11:58:29,2067566784
1655406712,2018/09/16 11:59:34,2067570880
1655406712,2018/09/16 11:59:34,2067579072
1655406712,2018/09/16 11:58:29,2067583168
1655406712,2018/09/16 11:57:03,2067587120
1655406712,2018/09/16 11:57:03,2067591216
1655406712,2018/09/16 12:02:46,2067603648
1655406712,2018/09/16 11:59:34,2067615792
1655406712,2018/09/16 11:57:03,2069049464
1655406712,2018/09/16 11:57:03,2069053560
1655406712,2018/09/16 11:58:29,2069061752
1655406712,2018/09/16 11:58:29,2069065848
1655406712,2018/09/16 11:59:34,2069086328
1655406712,2018/09/16 11:57:03,2069790952
1655406712,2018/09/16 11:58:29,2069799144
1655406712,2018/09/16 11:57:39,2069815528
1655406712,2018/09/16 11:57:03,2076110872
1655406712,2018/09/16 11:59:34,2076602568
1655406712,2018/09/16 11:57:03,2076627144
1655406712,2018/09/16 11:57:03,2076631240
1655406712,2018/09/16 11:58:29,2076651720
1655406712,2018/09/16 11:57:39,2076655816
1655406712,2018/09/16 11:57:39,2076659912
1655406712,2018/09/16 11:57:39,2076664008
1655406712,2018/09/16 11:57:39,2076668104
1655406712,2018/09/16 11:59:34,2076672200
1655406712,2018/09/16 11:59:34,2076676296
1655406712,2018/09/16 11:59:34,2076680392
1655406712,2018/09/16 11:57:03,2076688584
1655406712,2018/09/16 11:57:03,2077679768
1655406712,2018/09/16 11:59:34,2077683864
1655406712,2018/09/16 11:59:34,2077692056
1655406712,2018/09/16 11:58:29,2077704344
1655406712,2018/09/16 11:57:03,2077773864
1655406712,2018/09/16 11:59:34,2077777960
1655406712,2018/09/16 11:59:34,2077794344
1655406712,2018/09/16 11:57:39,2077945872
1655406712,2018/09/16 11:57:03,2077962256
1655406712,2018/09/16 11:58:29,2077970584
1655406712,2018/09/16 11:59:34,2077974544
1655406712,2018/09/16 11:57:39,2077974680
1655406712,2018/09/16 11:58:29,2078007312
1655406712,2018/09/16 11:57:39,2078011408
1655406712,2018/09/16 11:58:29,2078072872
1655406712,2018/09/16 11:57:03,2078076968
1655406712,2018/09/16 11:57:03,2078081064
1655406712,2018/09/16 11:58:29,2078085160
1655406712,2018/09/16 11:57:39,2078089256
1655406712,2018/09/16 11:57:03,2078093352
1655406712,2018/09/16 11:57:39,2078281744
1655406712,2018/09/16 11:57:39,2078285840
1655406712,2018/09/16 11:59:34,2078289936
1655406712,2018/09/16 12:02:46,2078642192
1655406712,2018/09/16 11:57:39,2080620736
1655406712,2018/09/16 11:59:34,2080633024
1655406712,2018/09/16 11:58:29,2080649408
1655406712,2018/09/16 11:57:39,2080657600
1655406712,2018/09/16 11:59:34,2080833584
1655406712,2018/09/16 11:58:29,2081034344
1655406712,2018/09/16 11:59:34,2081341632
1655406712,2018/09/16 11:57:39,2082009208
1655406712,2018/09/16 11:57:39,2082017400
1655406712,2018/09/16 11:57:03,2082025592
1655406712,2018/09/16 11:59:34,2082033784
1655406712,2018/09/16 11:59:34,2082037880
1655406712,2018/09/16 11:57:39,2082050168
1655406712,2018/09/16 11:58:29,2082402424
1655406712,2018/09/16 11:57:03,2083148008
1655406712,2018/09/16 11:59:34,2083152104
1655406712,2018/09/16 11:59:34,2083156200
1655406712,2018/09/16 11:58:29,2083176680
1655406712,2018/09/16 11:58:29,2083188968
1655406712,2018/09/16 11:58:29,2083455208
1655406712,2018/09/16 11:59:34,2083459304
1655406712,2018/09/16 12:02:46,2083586280
1655406712,2018/09/16 11:59:34,2089513160
1655406712,2018/09/16 11:57:39,2089517256
1655406712,2018/09/16 11:57:03,2089529544
1655406712,2018/09/16 11:57:03,2089533640
1655406712,2018/09/16 11:57:03,2089537736
1655406712,2018/09/16 11:57:03,2089566408
1655406712,2018/09/16 11:58:29,2089935048
1655406712,2018/09/16 11:58:29,2089943240
1655406712,2018/09/16 11:59:34,2090369224
1275183304,2018/08/06 21:38:19,1272852600
1651081256,2018/09/16 12:08:26,479248
1651081256,2018/09/16 12:05:42,9506856
1651081256,2018/09/16 12:04:04,21586072
1651081256,2018/09/16 12:05:42,537215176
1651081256,2018/09/16 12:04:04,724271224
1651081256,2018/09/16 12:08:26,783491088
1651081256,2018/09/16 12:08:26,850853936
1651081256,2018/09/16 12:08:26,851787896
1651081256,2018/09/16 12:05:42,852303912
1651081256,2018/09/16 12:05:42,1385205808
1651081256,2018/09/16 12:08:26,1386102824
1651081256,2018/09/16 12:01:37,1387339880
1651081256,2018/09/16 12:05:42,1388658888
1651081256,2018/09/16 12:05:42,1392607432
1651081256,2018/09/16 12:01:37,1395613720
1651081256,2018/09/16 12:01:37,1397547112
1651081256,2018/09/16 12:01:37,1397551208
1651081256,2018/09/16 12:08:26,1397596264
1651081256,2018/09/16 12:01:37,1397706792
1651081256,2018/09/16 12:04:04,1397751912
1651081256,2018/09/16 12:04:04,1397899304
1651081256,2018/09/16 12:01:37,1398140976
1651081256,2018/09/16 12:05:42,1398169648
1651081256,2018/09/16 12:01:37,1399472248
1651081256,2018/09/16 12:01:37,1400099008
1651081256,2018/09/16 12:01:15,1400123584
1651081256,2018/09/16 12:08:26,1400180936
1651081256,2018/09/16 12:01:37,1400320232
1651081256,2018/09/16 12:04:04,1403818184
1651081256,2018/09/16 12:05:42,2057744536
1651081256,2018/09/16 12:01:37,2062319640
1651081256,2018/09/16 12:01:15,2062364696
1651081256,2018/09/16 12:04:04,2062372888
1651081256,2018/09/16 12:01:37,2062376984
1651081256,2018/09/16 12:01:37,2062381080
1651081256,2018/09/16 12:05:42,2062385176
1651081256,2018/09/16 12:05:42,2062393368
1651081256,2018/09/16 12:01:15,2062405656
1651081256,2018/09/16 12:08:26,2062438424
1651081256,2018/09/16 12:05:42,2064552088
1651081256,2018/09/16 12:01:15,2064613528
1651081256,2018/09/16 12:01:37,2064621720
1651081256,2018/09/16 12:01:37,2064629912
1651081256,2018/09/16 12:01:37,2064634008
1651081256,2018/09/16 12:08:26,2064654488
1651081256,2018/09/16 12:05:42,2064666776
1651081256,2018/09/16 12:05:42,2064883752
1651081256,2018/09/16 12:01:37,2064896040
1651081256,2018/09/16 12:01:15,2064904232
1651081256,2018/09/16 12:01:15,2064908328
1651081256,2018/09/16 12:01:37,2064920616
1651081256,2018/09/16 12:01:37,2064924712
1651081256,2018/09/16 12:01:37,2064928808
1651081256,2018/09/16 12:01:15,2064932904
1651081256,2018/09/16 12:05:42,2064937000
1651081256,2018/09/16 12:01:15,2064945192
1651081256,2018/09/16 12:05:42,2064961576
1651081256,2018/09/16 12:01:15,2065010704
1651081256,2018/09/16 12:01:15,2065014800
1651081256,2018/09/16 12:01:37,2065027088
1651081256,2018/09/16 12:01:15,2065035280
1651081256,2018/09/16 12:01:15,2065039376
1651081256,2018/09/16 12:04:04,2065043472
1651081256,2018/09/16 12:04:04,2065047568
1651081256,2018/09/16 12:05:42,2065055760
1651081256,2018/09/16 12:05:42,2065059856
1651081256,2018/09/16 12:08:26,2065063952
1651081256,2018/09/16 12:04:04,2067509352
1651081256,2018/09/16 12:04:04,2067517544
1651081256,2018/09/16 12:04:04,2067525736
1651081256,2018/09/16 12:04:04,2067533928
1651081256,2018/09/16 12:01:37,2067538024
1651081256,2018/09/16 12:01:37,2067542120
1651081256,2018/09/16 12:05:42,2067546216
1651081256,2018/09/16 12:05:42,2067550312
1651081256,2018/09/16 12:01:15,2067566640
1651081256,2018/09/16 12:04:04,2067566784
1651081256,2018/09/16 12:05:42,2067570880
1651081256,2018/09/16 12:05:42,2067579072
1651081256,2018/09/16 12:04:04,2067583168
1651081256,2018/09/16 12:01:15,2067587120
1651081256,2018/09/16 12:01:15,2067591216
1651081256,2018/09/16 12:08:26,2067603648
1651081256,2018/09/16 12:01:15,2069049464
1651081256,2018/09/16 12:01:15,2069053560
1651081256,2018/09/16 12:04:04,2069061752
1651081256,2018/09/16 12:04:04,2069065848
1651081256,2018/09/16 12:05:42,2069086328
1651081256,2018/09/16 12:01:15,2069790952
1651081256,2018/09/16 12:04:04,2069799144
1651081256,2018/09/16 12:01:37,2069815528
1651081256,2018/09/16 12:01:15,2076110872
1651081256,2018/09/16 12:05:42,2076602568
1651081256,2018/09/16 12:01:15,2076627144
1651081256,2018/09/16 12:01:15,2076631240
1651081256,2018/09/16 12:04:04,2076651720
1651081256,2018/09/16 12:01:37,2076655816
1651081256,2018/09/16 12:01:37,2076659912
1651081256,2018/09/16 12:01:37,2076664008
1651081256,2018/09/16 12:01:37,2076668104
1651081256,2018/09/16 12:05:42,2076672200
1651081256,2018/09/16 12:05:42,2076676296
1651081256,2018/09/16 12:05:42,2076680392
1651081256,2018/09/16 12:01:15,2076688584
1651081256,2018/09/16 12:01:15,2077679768
1651081256,2018/09/16 12:05:42,2077683864
1651081256,2018/09/16 12:05:42,2077692056
1651081256,2018/09/16 12:04:04,2077704344
1651081256,2018/09/16 12:01:15,2077773864
1651081256,2018/09/16 12:05:42,2077777960
1651081256,2018/09/16 12:05:42,2077794344
1651081256,2018/09/16 12:01:37,2077945872
1651081256,2018/09/16 12:01:15,2077962256
1651081256,2018/09/16 12:04:04,2077970584
1651081256,2018/09/16 12:05:42,2077974544
1651081256,2018/09/16 12:01:37,2077974680
1651081256,2018/09/16 12:05:42,2077978640
1651081256,2018/09/16 12:04:04,2078007312
1651081256,2018/09/16 12:01:37,2078011408
1651081256,2018/09/16 12:04:04,2078072872
1651081256,2018/09/16 12:01:15,2078081064
1651081256,2018/09/16 12:04:04,2078085160
1651081256,2018/09/16 12:01:37,2078089256
1651081256,2018/09/16 12:01:15,2078093352
1651081256,2018/09/16 12:01:37,2078281744
1651081256,2018/09/16 12:01:37,2078285840
1651081256,2018/09/16 12:05:42,2078289936
1651081256,2018/09/16 12:08:26,2078642192
1651081256,2018/09/16 12:01:37,2080620736
1651081256,2018/09/16 12:05:42,2080633024
1651081256,2018/09/16 12:04:04,2080649408
1651081256,2018/09/16 12:01:37,2080657600
1651081256,2018/09/16 12:05:42,2080833584
1651081256,2018/09/16 12:04:04,2081034344
1651081256,2018/09/16 12:05:42,2081341632
1651081256,2018/09/16 12:01:37,2082009208
1651081256,2018/09/16 12:01:37,2082017400
1651081256,2018/09/16 12:01:15,2082025592
1651081256,2018/09/16 12:05:42,2082033784
1651081256,2018/09/16 12:05:42,2082037880
1651081256,2018/09/16 12:01:37,2082050168
1651081256,2018/09/16 12:04:04,2082402424
1651081256,2018/09/16 12:01:15,2083148008
1651081256,2018/09/16 12:05:42,2083152104
1651081256,2018/09/16 12:05:42,2083156200
1651081256,2018/09/16 12:04:04,2083176680
1651081256,2018/09/16 12:01:15,2083184872
1651081256,2018/09/16 12:04:04,2083188968
1651081256,2018/09/16 12:04:04,2083455208
1651081256,2018/09/16 12:05:42,2083459304
1651081256,2018/09/16 12:08:26,2083586280
1651081256,2018/09/16 12:05:42,2089513160
1651081256,2018/09/16 12:01:37,2089517256
1651081256,2018/09/16 12:01:15,2089529544
1651081256,2018/09/16 12:01:15,2089533640
1651081256,2018/09/16 12:01:15,2089537736
1651081256,2018/09/16 12:01:15,2089566408
1651081256,2018/09/16 12:04:04,2089570504
1651081256,2018/09/16 12:04:04,2089935048
1651081256,2018/09/16 12:05:42,2090369224
1272856696,2018/08/06 21:39:09,1268412568
1655410808,2018/09/16 12:06:26,479248
1655410808,2018/09/16 12:04:04,9506856
1655410808,2018/09/16 12:01:20,21586072
1655410808,2018/09/16 12:04:04,537215176
1655410808,2018/09/16 12:01:20,724271224
1655410808,2018/09/16 12:06:26,783491088
1655410808,2018/09/16 12:06:26,850853936
1655410808,2018/09/16 12:06:26,851787896
1655410808,2018/09/16 12:04:04,852303912
1655410808,2018/09/16 12:04:04,1385205808
1655410808,2018/09/16 12:06:26,1386102824
1655410808,2018/09/16 12:00:24,1387339880
1655410808,2018/09/16 12:04:04,1388658888
1655410808,2018/09/16 12:04:04,1392607432
1655410808,2018/09/16 12:00:24,1395613720
1655410808,2018/09/16 12:00:24,1397547112
1655410808,2018/09/16 12:00:24,1397551208
1655410808,2018/09/16 12:06:26,1397596264
1655410808,2018/09/16 12:00:24,1397706792
1655410808,2018/09/16 12:01:20,1397751912
1655410808,2018/09/16 12:01:20,1397899304
1655410808,2018/09/16 12:00:24,1398140976
1655410808,2018/09/16 12:04:04,1398169648
1655410808,2018/09/16 12:00:24,1399472248
1655410808,2018/09/16 12:00:24,1400099008
1655410808,2018/09/16 12:00:02,1400123584
1655410808,2018/09/16 12:06:26,1400180936
1655410808,2018/09/16 12:00:24,1400320232
1655410808,2018/09/16 12:01:20,1403818184
1655410808,2018/09/16 12:04:04,2057744536
1655410808,2018/09/16 12:00:24,2062319640
1655410808,2018/09/16 12:00:02,2062364696
1655410808,2018/09/16 12:01:20,2062372888
1655410808,2018/09/16 12:00:24,2062376984
1655410808,2018/09/16 12:00:24,2062381080
1655410808,2018/09/16 12:04:04,2062385176
1655410808,2018/09/16 12:04:04,2062393368
1655410808,2018/09/16 12:00:02,2062405656
1655410808,2018/09/16 12:06:26,2062438424
1655410808,2018/09/16 12:04:04,2064552088
1655410808,2018/09/16 12:00:02,2064613528
1655410808,2018/09/16 12:00:24,2064621720
1655410808,2018/09/16 12:00:24,2064629912
1655410808,2018/09/16 12:00:24,2064634008
1655410808,2018/09/16 12:06:26,2064654488
1655410808,2018/09/16 12:04:04,2064666776
1655410808,2018/09/16 12:04:04,2064883752
1655410808,2018/09/16 12:00:24,2064896040
1655410808,2018/09/16 12:00:02,2064904232
1655410808,2018/09/16 12:00:02,2064908328
1655410808,2018/09/16 12:00:24,2064920616
1655410808,2018/09/16 12:00:24,2064924712
1655410808,2018/09/16 12:00:24,2064928808
1655410808,2018/09/16 12:00:02,2064932904
1655410808,2018/09/16 12:04:04,2064937000
1655410808,2018/09/16 12:00:02,2064945192
1655410808,2018/09/16 12:04:04,2064961576
1655410808,2018/09/16 12:00:02,2065010704
1655410808,2018/09/16 12:00:02,2065014800
1655410808,2018/09/16 12:00:24,2065027088
1655410808,2018/09/16 12:00:02,2065035280
1655410808,2018/09/16 12:00:02,2065039376
1655410808,2018/09/16 12:01:20,2065043472
1655410808,2018/09/16 12:01:20,2065047568
1655410808,2018/09/16 12:04:04,2065055760
1655410808,2018/09/16 12:04:04,2065059856
1655410808,2018/09/16 12:06:26,2065063952
1655410808,2018/09/16 12:01:20,2067509352
1655410808,2018/09/16 12:01:20,2067517544
1655410808,2018/09/16 12:01:20,2067525736
1655410808,2018/09/16 12:01:20,2067533928
1655410808,2018/09/16 12:00:24,2067538024
1655410808,2018/09/16 12:00:24,2067542120
1655410808,2018/09/16 12:04:04,2067546216
1655410808,2018/09/16 12:04:04,2067550312
1655410808,2018/09/16 12:00:02,2067566640
1655410808,2018/09/16 12:01:20,2067566784
1655410808,2018/09/16 12:04:04,2067570880
1655410808,2018/09/16 12:04:04,2067579072
1655410808,2018/09/16 12:01:20,2067583168
1655410808,2018/09/16 12:00:02,2067587120
1655410808,2018/09/16 12:00:02,2067591216
1655410808,2018/09/16 12:06:26,2067603648
1655410808,2018/09/16 12:00:02,2069049464
1655410808,2018/09/16 12:00:02,2069053560
1655410808,2018/09/16 12:01:20,2069061752
1655410808,2018/09/16 12:01:20,2069065848
1655410808,2018/09/16 12:04:04,2069086328
1655410808,2018/09/16 12:00:02,2069790952
1655410808,2018/09/16 12:01:20,2069799144
1655410808,2018/09/16 12:00:24,2069815528
1655410808,2018/09/16 12:00:02,2076110872
1655410808,2018/09/16 12:04:04,2076602568
1655410808,2018/09/16 12:00:02,2076627144
1655410808,2018/09/16 12:00:02,2076631240
1655410808,2018/09/16 12:01:20,2076651720
1655410808,2018/09/16 12:00:24,2076655816
1655410808,2018/09/16 12:00:24,2076659912
1655410808,2018/09/16 12:00:24,2076664008
1655410808,2018/09/16 12:00:24,2076668104
1655410808,2018/09/16 12:04:04,2076672200
1655410808,2018/09/16 12:04:04,2076676296
1655410808,2018/09/16 12:04:04,2076680392
1655410808,2018/09/16 12:00:02,2076688584
1655410808,2018/09/16 12:00:02,2077679768
1655410808,2018/09/16 12:04:04,2077683864
1655410808,2018/09/16 12:04:04,2077692056
1655410808,2018/09/16 12:01:20,2077704344
1655410808,2018/09/16 12:00:02,2077773864
1655410808,2018/09/16 12:04:04,2077777960
1655410808,2018/09/16 12:04:04,2077794344
1655410808,2018/09/16 12:00:24,2077945872
1655410808,2018/09/16 12:00:02,2077962256
1655410808,2018/09/16 12:01:20,2077970584
1655410808,2018/09/16 12:04:04,2077974544
1655410808,2018/09/16 12:00:24,2077974680
1655410808,2018/09/16 12:04:04,2077978640
1655410808,2018/09/16 12:01:20,2078007312
1655410808,2018/09/16 12:00:24,2078011408
1655410808,2018/09/16 12:01:20,2078072872
1655410808,2018/09/16 12:00:02,2078081064
1655410808,2018/09/16 12:01:20,2078085160
1655410808,2018/09/16 12:00:24,2078089256
1655410808,2018/09/16 12:00:02,2078093352
1655410808,2018/09/16 12:00:24,2078281744
1655410808,2018/09/16 12:00:24,2078285840
1655410808,2018/09/16 12:04:04,2078289936
1655410808,2018/09/16 12:06:26,2078642192
1655410808,2018/09/16 12:00:24,2080620736
1655410808,2018/09/16 12:04:04,2080633024
1655410808,2018/09/16 12:01:20,2080649408
1655410808,2018/09/16 12:00:24,2080657600
1655410808,2018/09/16 12:04:04,2080833584
1655410808,2018/09/16 12:01:20,2081034344
1655410808,2018/09/16 12:04:04,2081341632
1655410808,2018/09/16 12:00:24,2082009208
1655410808,2018/09/16 12:00:24,2082017400
1655410808,2018/09/16 12:00:02,2082025592
1655410808,2018/09/16 12:04:04,2082033784
1655410808,2018/09/16 12:04:04,2082037880
1655410808,2018/09/16 12:00:24,2082050168
1655410808,2018/09/16 12:01:20,2082402424
1655410808,2018/09/16 12:00:02,2083148008
1655410808,2018/09/16 12:04:04,2083152104
1655410808,2018/09/16 12:04:04,2083156200
1655410808,2018/09/16 12:01:20,2083176680
1655410808,2018/09/16 12:00:02,2083184872
1655410808,2018/09/16 12:01:20,2083188968
1655410808,2018/09/16 12:01:20,2083455208
1655410808,2018/09/16 12:04:04,2083459304
1655410808,2018/09/16 12:06:26,2083586280
1655410808,2018/09/16 12:04:04,2089513160
1655410808,2018/09/16 12:00:24,2089517256
1655410808,2018/09/16 12:00:02,2089529544
1655410808,2018/09/16 12:00:02,2089533640
1655410808,2018/09/16 12:00:02,2089537736
1655410808,2018/09/16 12:00:02,2089566408
1655410808,2018/09/16 12:01:20,2089570504
1655410808,2018/09/16 12:01:20,2089935048
1655410808,2018/09/16 12:04:04,2090369224
1273622728,2018/08/09 10:31:22,1269694512
1658302664,2018/09/16 12:09:40,479248
1658302664,2018/09/16 12:06:34,9506856
1658302664,2018/09/16 12:05:17,21586072
1658302664,2018/09/16 12:06:34,537215176
1658302664,2018/09/16 12:05:17,724271224
1658302664,2018/09/16 12:09:40,783491088
1658302664,2018/09/16 12:09:40,850853936
1658302664,2018/09/16 12:09:40,851787896
1658302664,2018/09/16 12:06:34,852303912
1658302664,2018/09/16 12:06:34,1385205808
1658302664,2018/09/16 12:09:40,1386102824
1658302664,2018/09/16 12:02:25,1387339880
1658302664,2018/09/16 12:06:34,1388658888
1658302664,2018/09/16 12:06:34,1392607432
1658302664,2018/09/16 12:02:25,1395613720
1658302664,2018/09/16 12:02:25,1397547112
1658302664,2018/09/16 12:02:25,1397551208
1658302664,2018/09/16 12:09:40,1397596264
1658302664,2018/09/16 12:02:25,1397706792
1658302664,2018/09/16 12:05:17,1397751912
1658302664,2018/09/16 12:05:17,1397899304
1658302664,2018/09/16 12:02:25,1398140976
1658302664,2018/09/16 12:06:34,1398169648
1658302664,2018/09/16 12:02:25,1399472248
1658302664,2018/09/16 12:02:25,1400099008
1658302664,2018/09/16 12:02:04,1400123584
1658302664,2018/09/16 12:09:40,1400180936
1658302664,2018/09/16 12:02:25,1400320232
1658302664,2018/09/16 12:05:17,1403818184
1658302664,2018/09/16 12:06:34,2057744536
1658302664,2018/09/16 12:02:25,2062319640
1658302664,2018/09/16 12:02:04,2062364696
1658302664,2018/09/16 12:05:17,2062372888
1658302664,2018/09/16 12:02:25,2062376984
1658302664,2018/09/16 12:02:25,2062381080
1658302664,2018/09/16 12:06:34,2062385176
1658302664,2018/09/16 12:06:34,2062393368
1658302664,2018/09/16 12:02:04,2062405656
1658302664,2018/09/16 12:09:40,2062438424
1658302664,2018/09/16 12:06:34,2064552088
1658302664,2018/09/16 12:02:04,2064613528
1658302664,2018/09/16 12:02:25,2064621720
1658302664,2018/09/16 12:02:25,2064629912
1658302664,2018/09/16 12:02:25,2064634008
1658302664,2018/09/16 12:09:40,2064654488
1658302664,2018/09/16 12:06:34,2064666776
1658302664,2018/09/16 12:06:34,2064883752
1658302664,2018/09/16 12:02:25,2064896040
1658302664,2018/09/16 12:02:04,2064904232
1658302664,2018/09/16 12:02:04,2064908328
1658302664,2018/09/16 12:02:25,2064920616
1658302664,2018/09/16 12:02:25,2064924712
1658302664,2018/09/16 12:02:25,2064928808
1658302664,2018/09/16 12:02:04,2064932904
1658302664,2018/09/16 12:06:34,2064937000
1658302664,2018/09/16 12:02:04,2064945192
1658302664,2018/09/16 12:06:34,2064961576
1658302664,2018/09/16 12:02:04,2065010704
1658302664,2018/09/16 12:02:04,2065014800
1658302664,2018/09/16 12:02:25,2065027088
1658302664,2018/09/16 12:02:04,2065035280
1658302664,2018/09/16 12:02:04,2065039376
1658302664,2018/09/16 12:05:17,2065043472
1658302664,2018/09/16 12:05:17,2065047568
1658302664,2018/09/16 12:06:34,2065055760
1658302664,2018/09/16 12:06:34,2065059856
1658302664,2018/09/16 12:09:40,2065063952
1658302664,2018/09/16 12:05:17,2067509352
1658302664,2018/09/16 12:05:17,2067517544
1658302664,2018/09/16 12:05:17,2067525736
1658302664,2018/09/16 12:05:17,2067533928
1658302664,2018/09/16 12:02:25,2067538024
1658302664,2018/09/16 12:02:25,2067542120
1658302664,2018/09/16 12:06:34,2067546216
1658302664,2018/09/16 12:06:34,2067550312
1658302664,2018/09/16 12:02:04,2067566640
1658302664,2018/09/16 12:05:17,2067566784
1658302664,2018/09/16 12:06:34,2067570880
1658302664,2018/09/16 12:06:34,2067579072
1658302664,2018/09/16 12:05:17,2067583168
1658302664,2018/09/16 12:02:04,2067587120
1658302664,2018/09/16 12:02:04,2067591216
1658302664,2018/09/16 12:09:40,2067603648
1658302664,2018/09/16 12:02:04,2069049464
1658302664,2018/09/16 12:02:04,2069053560
1658302664,2018/09/16 12:05:17,2069061752
1658302664,2018/09/16 12:05:17,2069065848
1658302664,2018/09/16 12:06:34,2069086328
1658302664,2018/09/16 12:02:04,2069790952
1658302664,2018/09/16 12:05:17,2069799144
1658302664,2018/09/16 12:02:25,2069815528
1658302664,2018/09/16 12:02:04,2076110872
1658302664,2018/09/16 12:06:34,2076602568
1658302664,2018/09/16 12:02:04,2076627144
1658302664,2018/09/16 12:02:04,2076631240
1658302664,2018/09/16 12:05:17,2076651720
1658302664,2018/09/16 12:02:25,2076655816
1658302664,2018/09/16 12:02:25,2076659912
1658302664,2018/09/16 12:02:25,2076664008
1658302664,2018/09/16 12:02:25,2076668104
1658302664,2018/09/16 12:06:34,2076672200
1658302664,2018/09/16 12:06:34,2076676296
1658302664,2018/09/16 12:06:34,2076680392
1658302664,2018/09/16 12:02:04,2076688584
1658302664,2018/09/16 12:02:04,2077679768
1658302664,2018/09/16 12:06:34,2077683864
1658302664,2018/09/16 12:06:34,2077692056
1658302664,2018/09/16 12:05:17,2077704344
1658302664,2018/09/16 12:02:04,2077773864
1658302664,2018/09/16 12:06:34,2077777960
1658302664,2018/09/16 12:06:34,2077794344
1658302664,2018/09/16 12:02:25,2077945872
1658302664,2018/09/16 12:02:04,2077962256
1658302664,2018/09/16 12:05:17,2077970584
1658302664,2018/09/16 12:06:34,2077974544
1658302664,2018/09/16 12:02:25,2077974680
1658302664,2018/09/16 12:06:34,2077978640
1658302664,2018/09/16 12:05:17,2078007312
1658302664,2018/09/16 12:02:25,2078011408
1658302664,2018/09/16 12:05:17,2078072872
1658302664,2018/09/16 12:02:04,2078081064
1658302664,2018/09/16 12:05:17,2078085160
1658302664,2018/09/16 12:02:25,2078089256
1658302664,2018/09/16 12:02:04,2078093352
1658302664,2018/09/16 12:02:25,2078281744
1658302664,2018/09/16 12:02:25,2078285840
1658302664,2018/09/16 12:06:34,2078289936
1658302664,2018/09/16 12:09:40,2078642192
1658302664,2018/09/16 12:02:25,2080620736
1658302664,2018/09/16 12:06:34,2080633024
1658302664,2018/09/16 12:05:17,2080649408
1658302664,2018/09/16 12:02:25,2080657600
1658302664,2018/09/16 12:06:34,2080833584
1658302664,2018/09/16 12:05:17,2081034344
1658302664,2018/09/16 12:06:34,2081341632
1658302664,2018/09/16 12:02:25,2082009208
1658302664,2018/09/16 12:02:25,2082017400
1658302664,2018/09/16 12:02:04,2082025592
1658302664,2018/09/16 12:06:34,2082033784
1658302664,2018/09/16 12:06:34,2082037880
1658302664,2018/09/16 12:02:25,2082050168
1658302664,2018/09/16 12:05:17,2082402424
1658302664,2018/09/16 12:02:04,2083148008
1658302664,2018/09/16 12:06:34,2083152104
1658302664,2018/09/16 12:06:34,2083156200
1658302664,2018/09/16 12:05:17,2083176680
1658302664,2018/09/16 12:02:04,2083184872
1658302664,2018/09/16 12:05:17,2083188968
1658302664,2018/09/16 12:05:17,2083455208
1658302664,2018/09/16 12:06:34,2083459304
1658302664,2018/09/16 12:09:40,2083586280
1658302664,2018/09/16 12:06:34,2089513160
1658302664,2018/09/16 12:02:25,2089517256
1658302664,2018/09/16 12:02:04,2089529544
1658302664,2018/09/16 12:02:04,2089533640
1658302664,2018/09/16 12:02:04,2089537736
1658302664,2018/09/16 12:02:04,2089566408
1658302664,2018/09/16 12:05:17,2089570504
1658302664,2018/09/16 12:05:17,2089935048
1658302664,2018/09/16 12:06:34,2090369224
1269538832,2018/08/06 21:37:37,1272332328
1653391408,2018/09/16 12:10:16,479248
1653391408,2018/09/16 12:07:00,9506856
1653391408,2018/09/16 12:05:43,21586072
1653391408,2018/09/16 12:07:00,537215176
1653391408,2018/09/16 12:05:43,724271224
1653391408,2018/09/16 12:10:16,783491088
1653391408,2018/09/16 12:10:16,850853936
1653391408,2018/09/16 12:10:16,851787896
1653391408,2018/09/16 12:07:00,852303912
1653391408,2018/09/16 12:07:00,1385205808
1653391408,2018/09/16 12:10:16,1386102824
1653391408,2018/09/16 12:04:26,1387339880
1653391408,2018/09/16 12:07:00,1388658888
1653391408,2018/09/16 12:07:00,1392607432
1653391408,2018/09/16 12:04:26,1395613720
1653391408,2018/09/16 12:04:26,1397547112
1653391408,2018/09/16 12:04:26,1397551208
1653391408,2018/09/16 12:10:16,1397596264
1653391408,2018/09/16 12:04:26,1397706792
1653391408,2018/09/16 12:05:43,1397751912
1653391408,2018/09/16 12:05:43,1397899304
1653391408,2018/09/16 12:04:26,1398140976
1653391408,2018/09/16 12:07:00,1398169648
1653391408,2018/09/16 12:04:26,1399472248
1653391408,2018/09/16 12:04:26,1400099008
1653391408,2018/09/16 12:02:28,1400123584
1653391408,2018/09/16 12:10:16,1400180936
1653391408,2018/09/16 12:04:26,1400320232
1653391408,2018/09/16 12:05:43,1403818184
1653391408,2018/09/16 12:07:00,2057744536
1653391408,2018/09/16 12:04:26,2062319640
1653391408,2018/09/16 12:02:28,2062364696
1653391408,2018/09/16 12:05:43,2062372888
1653391408,2018/09/16 12:04:26,2062376984
1653391408,2018/09/16 12:04:26,2062381080
1653391408,2018/09/16 12:07:00,2062385176
1653391408,2018/09/16 12:07:00,2062393368
1653391408,2018/09/16 12:02:28,2062405656
1653391408,2018/09/16 12:10:16,2062438424
1653391408,2018/09/16 12:07:00,2064552088
1653391408,2018/09/16 12:02:28,2064613528
1653391408,2018/09/16 12:04:26,2064621720
1653391408,2018/09/16 12:04:26,2064629912
1653391408,2018/09/16 12:04:26,2064634008
1653391408,2018/09/16 12:10:16,2064654488
1653391408,2018/09/16 12:07:00,2064666776
1653391408,2018/09/16 12:07:00,2064883752
1653391408,2018/09/16 12:04:26,2064896040
1653391408,2018/09/16 12:02:28,2064904232
1653391408,2018/09/16 12:02:28,2064908328
1653391408,2018/09/16 12:04:26,2064920616
1653391408,2018/09/16 12:04:26,2064924712
1653391408,2018/09/16 12:04:26,2064928808
1653391408,2018/09/16 12:02:28,2064932904
1653391408,2018/09/16 12:07:00,2064937000
1653391408,2018/09/16 12:02:28,2064945192
1653391408,2018/09/16 12:07:00,2064961576
1653391408,2018/09/16 12:02:28,2065010704
1653391408,2018/09/16 12:02:28,2065014800
1653391408,2018/09/16 12:04:26,2065027088
1653391408,2018/09/16 12:02:28,2065035280
1653391408,2018/09/16 12:02:28,2065039376
1653391408,2018/09/16 12:05:43,2065043472
1653391408,2018/09/16 12:05:43,2065047568
1653391408,2018/09/16 12:07:00,2065055760
1653391408,2018/09/16 12:07:00,2065059856
1653391408,2018/09/16 12:10:16,2065063952
1653391408,2018/09/16 12:05:43,2067509352
1653391408,2018/09/16 12:05:43,2067517544
1653391408,2018/09/16 12:05:43,2067525736
1653391408,2018/09/16 12:05:43,2067533928
1653391408,2018/09/16 12:04:26,2067538024
1653391408,2018/09/16 12:04:26,2067542120
1653391408,2018/09/16 12:07:00,2067546216
1653391408,2018/09/16 12:07:00,2067550312
1653391408,2018/09/16 12:02:28,2067566640
1653391408,2018/09/16 12:05:43,2067566784
1653391408,2018/09/16 12:07:00,2067570880
1653391408,2018/09/16 12:07:00,2067579072
1653391408,2018/09/16 12:05:43,2067583168
1653391408,2018/09/16 12:02:28,2067587120
1653391408,2018/09/16 12:02:28,2067591216
1653391408,2018/09/16 12:10:16,2067603648
1653391408,2018/09/16 12:02:28,2069049464
1653391408,2018/09/16 12:02:28,2069053560
1653391408,2018/09/16 12:05:43,2069061752
1653391408,2018/09/16 12:05:43,2069065848
1653391408,2018/09/16 12:07:00,2069086328
1653391408,2018/09/16 12:02:28,2069790952
1653391408,2018/09/16 12:05:43,2069799144
1653391408,2018/09/16 12:04:26,2069815528
1653391408,2018/09/16 12:02:28,2076110872
1653391408,2018/09/16 12:07:00,2076602568
1653391408,2018/09/16 12:02:28,2076627144
1653391408,2018/09/16 12:02:28,2076631240
1653391408,2018/09/16 12:05:43,2076651720
1653391408,2018/09/16 12:04:26,2076655816
1653391408,2018/09/16 12:04:26,2076659912
1653391408,2018/09/16 12:04:26,2076664008
1653391408,2018/09/16 12:04:26,2076668104
1653391408,2018/09/16 12:07:00,2076672200
1653391408,2018/09/16 12:07:00,2076676296
1653391408,2018/09/16 12:07:00,2076680392
1653391408,2018/09/16 12:02:28,2076688584
1653391408,2018/09/16 12:02:28,2077679768
1653391408,2018/09/16 12:07:00,2077683864
1653391408,2018/09/16 12:07:00,2077692056
1653391408,2018/09/16 12:05:43,2077704344
1653391408,2018/09/16 12:02:28,2077773864
1653391408,2018/09/16 12:07:00,2077777960
1653391408,2018/09/16 12:07:00,2077794344
1653391408,2018/09/16 12:04:26,2077945872
1653391408,2018/09/16 12:02:28,2077962256
1653391408,2018/09/16 12:05:43,2077970584
1653391408,2018/09/16 12:07:00,2077974544
1653391408,2018/09/16 12:04:26,2077974680
1653391408,2018/09/16 12:07:00,2077978640
1653391408,2018/09/16 12:05:43,2078007312
1653391408,2018/09/16 12:04:26,2078011408
1653391408,2018/09/16 12:05:43,2078072872
1653391408,2018/09/16 12:02:28,2078081064
1653391408,2018/09/16 12:05:43,2078085160
1653391408,2018/09/16 12:04:26,2078089256
1653391408,2018/09/16 12:02:28,2078093352
1653391408,2018/09/16 12:04:26,2078281744
1653391408,2018/09/16 12:04:26,2078285840
1653391408,2018/09/16 12:07:00,2078289936
1653391408,2018/09/16 12:10:16,2078642192
1653391408,2018/09/16 12:04:26,2080620736
1653391408,2018/09/16 12:07:00,2080633024
1653391408,2018/09/16 12:05:43,2080649408
1653391408,2018/09/16 12:04:26,2080657600
1653391408,2018/09/16 12:07:00,2080833584
1653391408,2018/09/16 12:05:43,2081034344
1653391408,2018/09/16 12:07:00,2081341632
1653391408,2018/09/16 12:04:26,2082009208
1653391408,2018/09/16 12:04:26,2082017400
1653391408,2018/09/16 12:02:28,2082025592
1653391408,2018/09/16 12:07:00,2082033784
1653391408,2018/09/16 12:07:00,2082037880
1653391408,2018/09/16 12:04:26,2082050168
1653391408,2018/09/16 12:05:43,2082402424
1653391408,2018/09/16 12:02:28,2083148008
1653391408,2018/09/16 12:07:00,2083152104
1653391408,2018/09/16 12:07:00,2083156200
1653391408,2018/09/16 12:05:43,2083176680
1653391408,2018/09/16 12:02:28,2083184872
1653391408,2018/09/16 12:05:43,2083188968
1653391408,2018/09/16 12:05:43,2083455208
1653391408,2018/09/16 12:07:00,2083459304
1653391408,2018/09/16 12:10:16,2083586280
1653391408,2018/09/16 12:07:00,2089513160
1653391408,2018/09/16 12:04:26,2089517256
1653391408,2018/09/16 12:02:28,2089529544
1653391408,2018/09/16 12:02:28,2089533640
1653391408,2018/09/16 12:02:28,2089537736
1653391408,2018/09/16 12:02:28,2089566408
1653391408,2018/09/16 12:05:43,2089570504
1653391408,2018/09/16 12:05:43,2089935048
1653391408,2018/09/16 12:07:00,2090369224
1272803368,2018/08/09 10:54:05,1272807464
1651085352,2018/09/16 12:07:50,479248
1651085352,2018/09/16 12:04:55,9506856
1651085352,2018/09/16 12:02:25,21586072
1651085352,2018/09/16 12:04:55,537215176
1651085352,2018/09/16 12:02:25,724271224
1651085352,2018/09/16 12:07:50,783491088
1651085352,2018/09/16 12:07:50,850853936
1651085352,2018/09/16 12:07:50,851787896
1651085352,2018/09/16 12:04:55,852303912
1651085352,2018/09/16 12:04:55,1385205808
1651085352,2018/09/16 12:07:50,1386102824
1651085352,2018/09/16 12:01:13,1387339880
1651085352,2018/09/16 12:04:55,1388658888
1651085352,2018/09/16 12:04:55,1392607432
1651085352,2018/09/16 12:01:13,1395613720
1651085352,2018/09/16 12:01:13,1397547112
1651085352,2018/09/16 12:01:13,1397551208
1651085352,2018/09/16 12:07:50,1397596264
1651085352,2018/09/16 12:01:13,1397706792
1651085352,2018/09/16 12:02:25,1397751912
1651085352,2018/09/16 12:02:25,1397899304
1651085352,2018/09/16 12:01:13,1398140976
1651085352,2018/09/16 12:04:55,1398169648
1651085352,2018/09/16 12:01:13,1399472248
1651085352,2018/09/16 12:01:13,1400099008
1651085352,2018/09/16 12:00:51,1400123584
1651085352,2018/09/16 12:07:50,1400180936
1651085352,2018/09/16 12:01:13,1400320232
1651085352,2018/09/16 12:02:25,1403818184
1651085352,2018/09/16 12:04:55,2057744536
1651085352,2018/09/16 12:01:13,2062319640
1651085352,2018/09/16 12:00:51,2062364696
1651085352,2018/09/16 12:02:25,2062372888
1651085352,2018/09/16 12:01:13,2062376984
1651085352,2018/09/16 12:01:13,2062381080
1651085352,2018/09/16 12:04:55,2062385176
1651085352,2018/09/16 12:04:55,2062393368
1651085352,2018/09/16 12:00:51,2062405656
1651085352,2018/09/16 12:07:50,2062438424
1651085352,2018/09/16 12:04:55,2064552088
1651085352,2018/09/16 12:00:51,2064613528
1651085352,2018/09/16 12:01:13,2064621720
1651085352,2018/09/16 12:01:13,2064629912
1651085352,2018/09/16 12:01:13,2064634008
1651085352,2018/09/16 12:07:50,2064654488
1651085352,2018/09/16 12:04:55,2064666776
1651085352,2018/09/16 12:04:55,2064883752
1651085352,2018/09/16 12:01:13,2064896040
1651085352,2018/09/16 12:00:51,2064904232
1651085352,2018/09/16 12:00:51,2064908328
1651085352,2018/09/16 12:01:13,2064920616
1651085352,2018/09/16 12:01:13,2064924712
1651085352,2018/09/16 12:01:13,2064928808
1651085352,2018/09/16 12:00:51,2064932904
1651085352,2018/09/16 12:04:55,2064937000
1651085352,2018/09/16 12:00:51,2064945192
1651085352,2018/09/16 12:04:55,2064961576
1651085352,2018/09/16 12:00:51,2065010704
1651085352,2018/09/16 12:00:51,2065014800
1651085352,2018/09/16 12:01:13,2065027088
1651085352,2018/09/16 12:00:51,2065035280
1651085352,2018/09/16 12:00:51,2065039376
1651085352,2018/09/16 12:02:25,2065043472
1651085352,2018/09/16 12:02:25,2065047568
1651085352,2018/09/16 12:04:55,2065055760
1651085352,2018/09/16 12:04:55,2065059856
1651085352,2018/09/16 12:07:50,2065063952
1651085352,2018/09/16 12:02:25,2067509352
1651085352,2018/09/16 12:02:25,2067517544
1651085352,2018/09/16 12:02:25,2067525736
1651085352,2018/09/16 12:02:25,2067533928
1651085352,2018/09/16 12:01:13,2067538024
1651085352,2018/09/16 12:01:13,2067542120
1651085352,2018/09/16 12:04:55,2067546216
1651085352,2018/09/16 12:04:55,2067550312
1651085352,2018/09/16 12:00:51,2067566640
1651085352,2018/09/16 12:02:25,2067566784
1651085352,2018/09/16 12:04:55,2067570880
1651085352,2018/09/16 12:04:55,2067579072
1651085352,2018/09/16 12:02:25,2067583168
1651085352,2018/09/16 12:00:51,2067587120
1651085352,2018/09/16 12:00:51,2067591216
1651085352,2018/09/16 12:07:50,2067603648
1651085352,2018/09/16 12:00:51,2069049464
1651085352,2018/09/16 12:00:51,2069053560
1651085352,2018/09/16 12:02:25,2069061752
1651085352,2018/09/16 12:02:25,2069065848
1651085352,2018/09/16 12:04:55,2069086328
1651085352,2018/09/16 12:00:51,2069790952
1651085352,2018/09/16 12:02:25,2069799144
1651085352,2018/09/16 12:01:13,2069815528
1651085352,2018/09/16 12:00:51,2076110872
1651085352,2018/09/16 12:04:55,2076602568
1651085352,2018/09/16 12:00:51,2076627144
1651085352,2018/09/16 12:00:51,2076631240
1651085352,2018/09/16 12:02:25,2076651720
1651085352,2018/09/16 12:01:13,2076655816
1651085352,2018/09/16 12:01:13,2076659912
1651085352,2018/09/16 12:01:13,2076664008
1651085352,2018/09/16 12:01:13,2076668104
1651085352,2018/09/16 12:04:55,2076672200
1651085352,2018/09/16 12:04:55,2076676296
1651085352,2018/09/16 12:04:55,2076680392
1651085352,2018/09/16 12:00:51,2076688584
1651085352,2018/09/16 12:00:51,2077679768
1651085352,2018/09/16 12:04:55,2077683864
1651085352,2018/09/16 12:04:55,2077692056
1651085352,2018/09/16 12:02:25,2077704344
1651085352,2018/09/16 12:00:51,2077773864
1651085352,2018/09/16 12:04:55,2077777960
1651085352,2018/09/16 12:04:55,2077794344
1651085352,2018/09/16 12:01:13,2077945872
1651085352,2018/09/16 12:00:51,2077962256
1651085352,2018/09/16 12:02:25,2077970584
1651085352,2018/09/16 12:04:55,2077974544
1651085352,2018/09/16 12:01:13,2077974680
1651085352,2018/09/16 12:04:55,2077978640
1651085352,2018/09/16 12:02:25,2078007312
1651085352,2018/09/16 12:01:13,2078011408
1651085352,2018/09/16 12:02:25,2078072872
1651085352,2018/09/16 12:00:51,2078081064
1651085352,2018/09/16 12:02:25,2078085160
1651085352,2018/09/16 12:01:13,2078089256
1651085352,2018/09/16 12:00:51,2078093352
1651085352,2018/09/16 12:01:13,2078281744
1651085352,2018/09/16 12:01:13,2078285840
1651085352,2018/09/16 12:04:55,2078289936
1651085352,2018/09/16 12:07:50,2078642192
1651085352,2018/09/16 12:01:13,2080620736
1651085352,2018/09/16 12:04:55,2080633024
1651085352,2018/09/16 12:02:25,2080649408
1651085352,2018/09/16 12:01:13,2080657600
1651085352,2018/09/16 12:04:55,2080833584
1651085352,2018/09/16 12:02:25,2081034344
1651085352,2018/09/16 12:04:55,2081341632
1651085352,2018/09/16 12:01:13,2082009208
1651085352,2018/09/16 12:01:13,2082017400
1651085352,2018/09/16 12:00:51,2082025592
1651085352,2018/09/16 12:04:55,2082033784
1651085352,2018/09/16 12:04:55,2082037880
1651085352,2018/09/16 12:01:13,2082050168
1651085352,2018/09/16 12:02:25,2082402424
1651085352,2018/09/16 12:00:51,2083148008
1651085352,2018/09/16 12:04:55,2083152104
1651085352,2018/09/16 12:04:55,2083156200
1651085352,2018/09/16 12:02:25,2083176680
1651085352,2018/09/16 12:00:51,2083184872
1651085352,2018/09/16 12:02:25,2083188968
1651085352,2018/09/16 12:02:25,2083455208
1651085352,2018/09/16 12:04:55,2083459304
1651085352,2018/09/16 12:07:50,2083586280
1651085352,2018/09/16 12:04:55,2089513160
1651085352,2018/09/16 12:01:13,2089517256
1651085352,2018/09/16 12:00:51,2089529544
1651085352,2018/09/16 12:00:51,2089533640
1651085352,2018/09/16 12:00:51,2089537736
1651085352,2018/09/16 12:00:51,2089566408
1651085352,2018/09/16 12:02:25,2089570504
1651085352,2018/09/16 12:02:25,2089935048
1651085352,2018/09/16 12:04:55,2090369224
1273639144,2018/08/09 10:54:37,1273249912
1654341824,2018/09/16 11:59:32,479248
1654341824,2018/09/16 11:57:29,9506856
1654341824,2018/09/16 11:56:11,21586072
1654341824,2018/09/16 11:57:29,537215176
1654341824,2018/09/16 11:56:11,724271224
1654341824,2018/09/16 11:59:32,850853936
1654341824,2018/09/16 11:59:32,851787896
1654341824,2018/09/16 11:57:29,852303912
1654341824,2018/09/16 11:57:29,1385205808
1654341824,2018/09/16 11:59:32,1386102824
1654341824,2018/09/16 11:55:04,1387339880
1654341824,2018/09/16 11:57:29,1388658888
1654341824,2018/09/16 11:57:29,1392607432
1654341824,2018/09/16 11:55:04,1395613720
1654341824,2018/09/16 11:55:04,1397547112
1654341824,2018/09/16 11:55:04,1397551208
1654341824,2018/09/16 11:59:32,1397596264
1654341824,2018/09/16 11:55:04,1397706792
1654341824,2018/09/16 11:56:11,1397751912
1654341824,2018/09/16 11:56:11,1397899304
1654341824,2018/09/16 11:55:04,1398140976
1654341824,2018/09/16 11:57:29,1398169648
1654341824,2018/09/16 11:55:04,1399472248
1654341824,2018/09/16 11:55:04,1400099008
1654341824,2018/09/16 11:54:43,1400123584
1654341824,2018/09/16 11:59:32,1400180936
1654341824,2018/09/16 11:55:04,1400320232
1654341824,2018/09/16 11:56:11,1403818184
1654341824,2018/09/16 11:57:29,2057744536
1654341824,2018/09/16 11:55:04,2062319640
1654341824,2018/09/16 11:54:43,2062364696
1654341824,2018/09/16 11:56:11,2062372888
1654341824,2018/09/16 11:55:04,2062376984
1654341824,2018/09/16 11:55:04,2062381080
1654341824,2018/09/16 11:57:29,2062385176
1654341824,2018/09/16 11:57:29,2062393368
1654341824,2018/09/16 11:54:43,2062405656
1654341824,2018/09/16 11:59:32,2062438424
1654341824,2018/09/16 11:57:29,2064552088
1654341824,2018/09/16 11:54:43,2064613528
1654341824,2018/09/16 11:55:04,2064621720
1654341824,2018/09/16 11:55:04,2064629912
1654341824,2018/09/16 11:55:04,2064634008
1654341824,2018/09/16 11:59:32,2064654488
1654341824,2018/09/16 11:57:29,2064666776
1654341824,2018/09/16 11:57:29,2064883752
1654341824,2018/09/16 11:55:04,2064896040
1654341824,2018/09/16 11:54:43,2064904232
1654341824,2018/09/16 11:54:43,2064908328
1654341824,2018/09/16 11:55:04,2064920616
1654341824,2018/09/16 11:55:04,2064924712
1654341824,2018/09/16 11:55:04,2064928808
1654341824,2018/09/16 11:54:43,2064932904
1654341824,2018/09/16 11:57:29,2064937000
1654341824,2018/09/16 11:54:43,2064945192
1654341824,2018/09/16 11:57:29,2064961576
1654341824,2018/09/16 11:54:43,2065010704
1654341824,2018/09/16 11:54:43,2065014800
1654341824,2018/09/16 11:55:04,2065027088
1654341824,2018/09/16 11:54:43,2065035280
1654341824,2018/09/16 11:54:43,2065039376
1654341824,2018/09/16 11:56:11,2065043472
1654341824,2018/09/16 11:56:11,2065047568
1654341824,2018/09/16 11:57:29,2065055760
1654341824,2018/09/16 11:57:29,2065059856
1654341824,2018/09/16 11:59:32,2065063952
1654341824,2018/09/16 11:56:11,2067509352
1654341824,2018/09/16 11:56:11,2067517544
1654341824,2018/09/16 11:56:11,2067525736
1654341824,2018/09/16 11:56:11,2067533928
1654341824,2018/09/16 11:55:04,2067538024
1654341824,2018/09/16 11:55:04,2067542120
1654341824,2018/09/16 11:57:29,2067546216
1654341824,2018/09/16 11:57:29,2067550312
1654341824,2018/09/16 11:54:43,2067566640
1654341824,2018/09/16 11:56:11,2067566784
1654341824,2018/09/16 11:57:29,2067570880
1654341824,2018/09/16 11:57:29,2067579072
1654341824,2018/09/16 11:56:11,2067583168
1654341824,2018/09/16 11:54:43,2067587120
1654341824,2018/09/16 11:54:43,2067591216
1654341824,2018/09/16 11:59:32,2067595312
1654341824,2018/09/16 11:59:32,2067603648
1654341824,2018/09/16 11:57:29,2067615792
1654341824,2018/09/16 11:54:43,2069049464
1654341824,2018/09/16 11:54:43,2069053560
1654341824,2018/09/16 11:56:11,2069061752
1654341824,2018/09/16 11:56:11,2069065848
1654341824,2018/09/16 11:57:29,2069086328
1654341824,2018/09/16 11:54:43,2069790952
1654341824,2018/09/16 11:56:11,2069799144
1654341824,2018/09/16 11:55:04,2069815528
1654341824,2018/09/16 11:54:43,2076110872
1654341824,2018/09/16 11:57:29,2076602568
1654341824,2018/09/16 11:54:43,2076627144
1654341824,2018/09/16 11:54:43,2076631240
1654341824,2018/09/16 11:56:11,2076651720
1654341824,2018/09/16 11:55:04,2076655816
1654341824,2018/09/16 11:55:04,2076659912
1654341824,2018/09/16 11:55:04,2076664008
1654341824,2018/09/16 11:55:04,2076668104
1654341824,2018/09/16 11:57:29,2076672200
1654341824,2018/09/16 11:57:29,2076676296
1654341824,2018/09/16 11:57:29,2076680392
1654341824,2018/09/16 11:54:43,2076688584
1654341824,2018/09/16 11:54:43,2077679768
1654341824,2018/09/16 11:57:29,2077683864
1654341824,2018/09/16 11:57:29,2077692056
1654341824,2018/09/16 11:56:11,2077704344
1654341824,2018/09/16 11:54:43,2077773864
1654341824,2018/09/16 11:57:29,2077777960
1654341824,2018/09/16 11:57:29,2077794344
1654341824,2018/09/16 11:55:04,2077945872
1654341824,2018/09/16 11:54:43,2077962256
1654341824,2018/09/16 11:56:11,2077970584
1654341824,2018/09/16 11:57:29,2077974544
1654341824,2018/09/16 11:55:04,2077974680
1654341824,2018/09/16 11:56:11,2078007312
1654341824,2018/09/16 11:55:04,2078011408
1654341824,2018/09/16 11:56:11,2078072872
1654341824,2018/09/16 11:54:43,2078076968
1654341824,2018/09/16 11:54:43,2078081064
1654341824,2018/09/16 11:56:11,2078085160
1654341824,2018/09/16 11:55:04,2078089256
1654341824,2018/09/16 11:54:43,2078093352
1654341824,2018/09/16 11:55:04,2078281744
1654341824,2018/09/16 11:55:04,2078285840
1654341824,2018/09/16 11:57:29,2078289936
1654341824,2018/09/16 11:59:32,2078642192
1654341824,2018/09/16 11:55:04,2080620736
1654341824,2018/09/16 11:57:29,2080633024
1654341824,2018/09/16 11:56:11,2080649408
1654341824,2018/09/16 11:55:04,2080657600
1654341824,2018/09/16 11:57:29,2080833584
1654341824,2018/09/16 11:56:11,2081034344
1654341824,2018/09/16 11:57:29,2081341632
1654341824,2018/09/16 11:55:04,2082009208
1654341824,2018/09/16 11:55:04,2082017400
1654341824,2018/09/16 11:54:43,2082025592
1654341824,2018/09/16 11:57:29,2082033784
1654341824,2018/09/16 11:57:29,2082037880
1654341824,2018/09/16 11:55:04,2082050168
1654341824,2018/09/16 11:56:11,2082402424
1654341824,2018/09/16 11:54:43,2083148008
1654341824,2018/09/16 11:57:29,2083152104
1654341824,2018/09/16 11:57:29,2083156200
1654341824,2018/09/16 11:56:11,2083176680
1654341824,2018/09/16 11:56:11,2083188968
1654341824,2018/09/16 11:56:11,2083455208
1654341824,2018/09/16 11:57:29,2083459304
1654341824,2018/09/16 11:59:32,2083586280
1654341824,2018/09/16 11:57:29,2089513160
1654341824,2018/09/16 11:55:04,2089517256
1654341824,2018/09/16 11:54:43,2089529544
1654341824,2018/09/16 11:54:43,2089533640
1654341824,2018/09/16 11:54:43,2089537736
1654341824,2018/09/16 11:54:43,2089566408
1654341824,2018/09/16 11:56:11,2089935048
1654341824,2018/09/16 11:56:11,2089943240
1654341824,2018/09/16 11:57:29,2090369224
1282871416,2018/08/06 10:34:41,1281781808
1656107240,2018/09/16 12:02:10,479248
1656107240,2018/09/16 11:59:08,9506856
1656107240,2018/09/16 11:58:03,21586072
1656107240,2018/09/16 11:59:08,537215176
1656107240,2018/09/16 11:58:03,724271224
1656107240,2018/09/16 12:02:10,783491088
1656107240,2018/09/16 12:02:10,850853936
1656107240,2018/09/16 12:02:10,851787896
1656107240,2018/09/16 11:59:08,852303912
1656107240,2018/09/16 11:59:08,1385205808
1656107240,2018/09/16 12:02:10,1386102824
1656107240,2018/09/16 11:57:18,1387339880
1656107240,2018/09/16 11:59:08,1388658888
1656107240,2018/09/16 11:59:08,1392607432
1656107240,2018/09/16 11:57:18,1395613720
1656107240,2018/09/16 11:57:18,1397547112
1656107240,2018/09/16 11:57:18,1397551208
1656107240,2018/09/16 12:02:10,1397596264
1656107240,2018/09/16 11:57:18,1397706792
1656107240,2018/09/16 11:58:03,1397751912
1656107240,2018/09/16 11:58:03,1397899304
1656107240,2018/09/16 11:57:18,1398140976
1656107240,2018/09/16 11:59:08,1398169648
1656107240,2018/09/16 11:57:18,1399472248
1656107240,2018/09/16 11:57:18,1400099008
1656107240,2018/09/16 11:56:39,1400123584
1656107240,2018/09/16 12:02:10,1400180936
1656107240,2018/09/16 11:57:18,1400320232
1656107240,2018/09/16 11:58:03,1403818184
1656107240,2018/09/16 11:59:08,2057744536
1656107240,2018/09/16 11:57:18,2062319640
1656107240,2018/09/16 11:56:39,2062364696
1656107240,2018/09/16 11:58:03,2062372888
1656107240,2018/09/16 11:57:18,2062376984
1656107240,2018/09/16 11:57:18,2062381080
1656107240,2018/09/16 11:59:08,2062385176
1656107240,2018/09/16 11:59:08,2062393368
1656107240,2018/09/16 11:56:39,2062405656
1656107240,2018/09/16 12:02:10,2062438424
1656107240,2018/09/16 11:59:08,2064552088
1656107240,2018/09/16 11:56:39,2064613528
1656107240,2018/09/16 11:57:18,2064621720
1656107240,2018/09/16 11:57:18,2064629912
1656107240,2018/09/16 11:57:18,2064634008
1656107240,2018/09/16 12:02:10,2064654488
1656107240,2018/09/16 11:59:08,2064666776
1656107240,2018/09/16 11:59:08,2064883752
1656107240,2018/09/16 11:57:18,2064896040
1656107240,2018/09/16 11:56:39,2064904232
1656107240,2018/09/16 11:56:39,2064908328
1656107240,2018/09/16 11:57:18,2064920616
1656107240,2018/09/16 11:57:18,2064924712
1656107240,2018/09/16 11:57:18,2064928808
1656107240,2018/09/16 11:56:39,2064932904
1656107240,2018/09/16 11:59:08,2064937000
1656107240,2018/09/16 11:56:39,2064945192
1656107240,2018/09/16 11:59:08,2064961576
1656107240,2018/09/16 11:56:39,2065010704
1656107240,2018/09/16 11:56:39,2065014800
1656107240,2018/09/16 11:57:18,2065027088
1656107240,2018/09/16 11:56:39,2065035280
1656107240,2018/09/16 11:56:39,2065039376
1656107240,2018/09/16 11:58:03,2065043472
1656107240,2018/09/16 11:58:03,2065047568
1656107240,2018/09/16 11:59:08,2065055760
1656107240,2018/09/16 11:59:08,2065059856
1656107240,2018/09/16 12:02:10,2065063952
1656107240,2018/09/16 11:58:03,2067509352
1656107240,2018/09/16 11:58:03,2067517544
1656107240,2018/09/16 11:58:03,2067525736
1656107240,2018/09/16 11:58:03,2067533928
1656107240,2018/09/16 11:57:18,2067538024
1656107240,2018/09/16 11:57:18,2067542120
1656107240,2018/09/16 11:59:08,2067546216
1656107240,2018/09/16 11:59:08,2067550312
1656107240,2018/09/16 11:56:39,2067566640
1656107240,2018/09/16 11:58:03,2067566784
1656107240,2018/09/16 11:59:08,2067570880
1656107240,2018/09/16 11:59:08,2067579072
1656107240,2018/09/16 11:58:03,2067583168
1656107240,2018/09/16 11:56:39,2067587120
1656107240,2018/09/16 11:56:39,2067591216
1656107240,2018/09/16 12:02:10,2067603648
1656107240,2018/09/16 11:59:08,2067615792
1656107240,2018/09/16 11:56:39,2069049464
1656107240,2018/09/16 11:56:39,2069053560
1656107240,2018/09/16 11:58:03,2069061752
1656107240,2018/09/16 11:58:03,2069065848
1656107240,2018/09/16 11:59:08,2069086328
1656107240,2018/09/16 11:56:39,2069790952
1656107240,2018/09/16 11:58:03,2069799144
1656107240,2018/09/16 11:57:18,2069815528
1656107240,2018/09/16 11:56:39,2076110872
1656107240,2018/09/16 11:59:08,2076602568
1656107240,2018/09/16 11:56:39,2076627144
1656107240,2018/09/16 11:56:39,2076631240
1656107240,2018/09/16 11:58:03,2076651720
1656107240,2018/09/16 11:57:18,2076655816
1656107240,2018/09/16 11:57:18,2076659912
1656107240,2018/09/16 11:57:18,2076664008
1656107240,2018/09/16 11:57:18,2076668104
1656107240,2018/09/16 11:59:08,2076672200
1656107240,2018/09/16 11:59:08,2076676296
1656107240,2018/09/16 11:59:08,2076680392
1656107240,2018/09/16 11:56:39,2076688584
1656107240,2018/09/16 11:56:39,2077679768
1656107240,2018/09/16 11:59:08,2077683864
1656107240,2018/09/16 11:59:08,2077692056
1656107240,2018/09/16 11:58:03,2077704344
1656107240,2018/09/16 11:56:39,2077773864
1656107240,2018/09/16 11:59:08,2077777960
1656107240,2018/09/16 11:59:08,2077794344
1656107240,2018/09/16 11:57:18,2077945872
1656107240,2018/09/16 11:56:39,2077962256
1656107240,2018/09/16 11:58:03,2077970584
1656107240,2018/09/16 11:59:08,2077974544
1656107240,2018/09/16 11:57:18,2077974680
1656107240,2018/09/16 11:58:03,2078007312
1656107240,2018/09/16 11:57:18,2078011408
1656107240,2018/09/16 11:58:03,2078072872
1656107240,2018/09/16 11:56:39,2078076968
1656107240,2018/09/16 11:56:39,2078081064
1656107240,2018/09/16 11:58:03,2078085160
1656107240,2018/09/16 11:57:18,2078089256
1656107240,2018/09/16 11:56:39,2078093352
1656107240,2018/09/16 11:57:18,2078281744
1656107240,2018/09/16 11:57:18,2078285840
1656107240,2018/09/16 11:59:08,2078289936
1656107240,2018/09/16 12:02:10,2078642192
1656107240,2018/09/16 11:57:18,2080620736
1656107240,2018/09/16 11:59:08,2080633024
1656107240,2018/09/16 11:58:03,2080649408
1656107240,2018/09/16 11:57:18,2080657600
1656107240,2018/09/16 11:59:08,2080833584
1656107240,2018/09/16 11:58:03,2081034344
1656107240,2018/09/16 11:59:08,2081341632
1656107240,2018/09/16 11:57:18,2082009208
1656107240,2018/09/16 11:57:18,2082017400
1656107240,2018/09/16 11:56:39,2082025592
1656107240,2018/09/16 11:59:08,2082033784
1656107240,2018/09/16 11:59:08,2082037880
1656107240,2018/09/16 11:57:18,2082050168
1656107240,2018/09/16 11:58:03,2082402424
1656107240,2018/09/16 11:56:39,2083148008
1656107240,2018/09/16 11:59:08,2083152104
1656107240,2018/09/16 11:59:08,2083156200
1656107240,2018/09/16 11:58:03,2083176680
1656107240,2018/09/16 11:58:03,2083188968
1656107240,2018/09/16 11:58:03,2083455208
1656107240,2018/09/16 11:59:08,2083459304
1656107240,2018/09/16 12:02:10,2083586280
1656107240,2018/09/16 11:59:08,2089513160
1656107240,2018/09/16 11:57:18,2089517256
1656107240,2018/09/16 11:56:39,2089529544
1656107240,2018/09/16 11:56:39,2089533640
1656107240,2018/09/16 11:56:39,2089537736
1656107240,2018/09/16 11:56:39,2089566408
1656107240,2018/09/16 11:58:03,2089935048
1656107240,2018/09/16 11:58:03,2089943240
1656107240,2018/09/16 11:59:08,2090369224
1273622760,2018/08/09 10:51:53,1273626856
1656758392,2018/09/16 11:58:18,479248
1656758392,2018/09/16 11:56:37,9506856
1656758392,2018/09/16 11:55:19,21586072
1656758392,2018/09/16 11:56:37,537215176
1656758392,2018/09/16 11:55:19,724271224
1656758392,2018/09/16 11:58:18,850853936
1656758392,2018/09/16 11:58:18,851787896
1656758392,2018/09/16 11:56:37,852303912
1656758392,2018/09/16 11:56:37,1385205808
1656758392,2018/09/16 11:58:18,1386102824
1656758392,2018/09/16 11:54:01,1387339880
1656758392,2018/09/16 11:56:37,1388658888
1656758392,2018/09/16 11:56:37,1392607432
1656758392,2018/09/16 11:54:01,1395613720
1656758392,2018/09/16 11:54:01,1397547112
1656758392,2018/09/16 11:54:01,1397551208
1656758392,2018/09/16 11:58:18,1397596264
1656758392,2018/09/16 11:54:01,1397706792
1656758392,2018/09/16 11:55:19,1397751912
1656758392,2018/09/16 11:55:19,1397899304
1656758392,2018/09/16 11:54:01,1398140976
1656758392,2018/09/16 11:56:37,1398169648
1656758392,2018/09/16 11:54:01,1399472248
1656758392,2018/09/16 11:54:01,1400099008
1656758392,2018/09/16 11:53:34,1400123584
1656758392,2018/09/16 11:58:18,1400180936
1656758392,2018/09/16 11:54:01,1400320232
1656758392,2018/09/16 11:55:19,1403818184
1656758392,2018/09/16 11:56:37,2057744536
1656758392,2018/09/16 11:54:01,2062319640
1656758392,2018/09/16 11:53:34,2062364696
1656758392,2018/09/16 11:55:19,2062372888
1656758392,2018/09/16 11:54:01,2062376984
1656758392,2018/09/16 11:54:01,2062381080
1656758392,2018/09/16 11:56:37,2062385176
1656758392,2018/09/16 11:56:37,2062393368
1656758392,2018/09/16 11:53:34,2062405656
1656758392,2018/09/16 11:58:18,2062438424
1656758392,2018/09/16 11:56:37,2064552088
1656758392,2018/09/16 11:53:34,2064613528
1656758392,2018/09/16 11:54:01,2064621720
1656758392,2018/09/16 11:54:01,2064629912
1656758392,2018/09/16 11:54:01,2064634008
1656758392,2018/09/16 11:58:18,2064654488
1656758392,2018/09/16 11:56:37,2064666776
1656758392,2018/09/16 11:56:37,2064883752
1656758392,2018/09/16 11:54:01,2064896040
1656758392,2018/09/16 11:53:34,2064904232
1656758392,2018/09/16 11:53:34,2064908328
1656758392,2018/09/16 11:54:01,2064920616
1656758392,2018/09/16 11:54:01,2064924712
1656758392,2018/09/16 11:54:01,2064928808
1656758392,2018/09/16 11:53:34,2064932904
1656758392,2018/09/16 11:56:37,2064937000
1656758392,2018/09/16 11:53:34,2064945192
1656758392,2018/09/16 11:56:37,2064961576
1656758392,2018/09/16 11:53:34,2065010704
1656758392,2018/09/16 11:53:34,2065014800
1656758392,2018/09/16 11:54:01,2065027088
1656758392,2018/09/16 11:53:34,2065035280
1656758392,2018/09/16 11:53:34,2065039376
1656758392,2018/09/16 11:55:19,2065043472
1656758392,2018/09/16 11:55:19,2065047568
1656758392,2018/09/16 11:56:37,2065055760
1656758392,2018/09/16 11:56:37,2065059856
1656758392,2018/09/16 11:58:18,2065063952
1656758392,2018/09/16 11:55:19,2067509352
1656758392,2018/09/16 11:55:19,2067517544
1656758392,2018/09/16 11:55:19,2067525736
1656758392,2018/09/16 11:55:19,2067533928
1656758392,2018/09/16 11:54:01,2067538024
1656758392,2018/09/16 11:54:01,2067542120
1656758392,2018/09/16 11:56:37,2067546216
1656758392,2018/09/16 11:56:37,2067550312
1656758392,2018/09/16 11:53:34,2067566640
1656758392,2018/09/16 11:55:19,2067566784
1656758392,2018/09/16 11:56:37,2067570880
1656758392,2018/09/16 11:56:37,2067579072
1656758392,2018/09/16 11:55:19,2067583168
1656758392,2018/09/16 11:53:34,2067587120
1656758392,2018/09/16 11:53:34,2067591216
1656758392,2018/09/16 11:58:18,2067595312
1656758392,2018/09/16 11:58:18,2067603648
1656758392,2018/09/16 11:56:37,2067615792
1656758392,2018/09/16 11:53:34,2069049464
1656758392,2018/09/16 11:53:34,2069053560
1656758392,2018/09/16 11:55:19,2069061752
1656758392,2018/09/16 11:55:19,2069065848
1656758392,2018/09/16 11:56:37,2069086328
1656758392,2018/09/16 11:53:34,2069790952
1656758392,2018/09/16 11:55:19,2069799144
1656758392,2018/09/16 11:54:01,2069815528
1656758392,2018/09/16 11:53:34,2076110872
1656758392,2018/09/16 11:56:37,2076602568
1656758392,2018/09/16 11:53:34,2076627144
1656758392,2018/09/16 11:53:34,2076631240
1656758392,2018/09/16 11:55:19,2076651720
1656758392,2018/09/16 11:54:01,2076655816
1656758392,2018/09/16 11:54:01,2076659912
1656758392,2018/09/16 11:54:01,2076664008
1656758392,2018/09/16 11:54:01,2076668104
1656758392,2018/09/16 11:56:37,2076672200
1656758392,2018/09/16 11:56:37,2076676296
1656758392,2018/09/16 11:56:37,2076680392
1656758392,2018/09/16 11:53:34,2076688584
1656758392,2018/09/16 11:53:34,2077679768
1656758392,2018/09/16 11:56:37,2077683864
1656758392,2018/09/16 11:56:37,2077692056
1656758392,2018/09/16 11:55:19,2077704344
1656758392,2018/09/16 11:53:34,2077773864
1656758392,2018/09/16 11:56:37,2077777960
1656758392,2018/09/16 11:56:37,2077794344
1656758392,2018/09/16 11:54:01,2077945872
1656758392,2018/09/16 11:53:34,2077962256
1656758392,2018/09/16 11:55:19,2077970584
1656758392,2018/09/16 11:56:37,2077974544
1656758392,2018/09/16 11:54:01,2077974680
1656758392,2018/09/16 11:55:19,2078007312
1656758392,2018/09/16 11:54:01,2078011408
1656758392,2018/09/16 11:55:19,2078072872
1656758392,2018/09/16 11:53:34,2078076968
1656758392,2018/09/16 11:53:34,2078081064
1656758392,2018/09/16 11:55:19,2078085160
1656758392,2018/09/16 11:54:01,2078089256
1656758392,2018/09/16 11:53:34,2078093352
1656758392,2018/09/16 11:54:01,2078281744
1656758392,2018/09/16 11:54:01,2078285840
1656758392,2018/09/16 11:56:37,2078289936
1656758392,2018/09/16 11:58:18,2078642192
1656758392,2018/09/16 11:54:01,2080620736
1656758392,2018/09/16 11:56:37,2080633024
1656758392,2018/09/16 11:55:19,2080649408
1656758392,2018/09/16 11:54:01,2080657600
1656758392,2018/09/16 11:56:37,2080833584
1656758392,2018/09/16 11:55:19,2081034344
1656758392,2018/09/16 11:56:37,2081341632
1656758392,2018/09/16 11:54:01,2082009208
1656758392,2018/09/16 11:54:01,2082017400
1656758392,2018/09/16 11:53:34,2082025592
1656758392,2018/09/16 11:56:37,2082033784
1656758392,2018/09/16 11:56:37,2082037880
1656758392,2018/09/16 11:54:01,2082050168
1656758392,2018/09/16 11:55:19,2082402424
1656758392,2018/09/16 11:53:34,2083148008
1656758392,2018/09/16 11:56:37,2083152104
1656758392,2018/09/16 11:56:37,2083156200
1656758392,2018/09/16 11:55:19,2083176680
1656758392,2018/09/16 11:55:19,2083188968
1656758392,2018/09/16 11:55:19,2083455208
1656758392,2018/09/16 11:56:37,2083459304
1656758392,2018/09/16 11:58:18,2083586280
1656758392,2018/09/16 11:56:37,2089513160
1656758392,2018/09/16 11:54:01,2089517256
1656758392,2018/09/16 11:53:34,2089529544
1656758392,2018/09/16 11:53:34,2089533640
1656758392,2018/09/16 11:53:34,2089537736
1656758392,2018/09/16 11:53:34,2089566408
1656758392,2018/09/16 11:55:19,2089935048
1656758392,2018/09/16 11:55:19,2089943240
1656758392,2018/09/16 11:56:37,2090369224
1273635048,2018/08/09 10:53:30,1275576520
1650827416,2018/09/16 11:57:41,479248
1650827416,2018/09/16 11:56:10,9506856
1650827416,2018/09/16 11:54:53,21586072
1650827416,2018/09/16 11:56:10,537215176
1650827416,2018/09/16 11:54:53,724271224
1650827416,2018/09/16 11:57:41,850853936
1650827416,2018/09/16 11:57:41,851787896
1650827416,2018/09/16 11:56:10,852303912
1650827416,2018/09/16 11:56:10,1385205808
1650827416,2018/09/16 11:57:41,1386102824
1650827416,2018/09/16 11:53:41,1387339880
1650827416,2018/09/16 11:56:10,1388658888
1650827416,2018/09/16 11:56:10,1392607432
1650827416,2018/09/16 11:53:41,1395613720
1650827416,2018/09/16 11:53:41,1397547112
1650827416,2018/09/16 11:53:41,1397551208
1650827416,2018/09/16 11:57:41,1397596264
1650827416,2018/09/16 11:53:41,1397706792
1650827416,2018/09/16 11:54:53,1397751912
1650827416,2018/09/16 11:54:53,1397899304
1650827416,2018/09/16 11:53:41,1398140976
1650827416,2018/09/16 11:56:10,1398169648
1650827416,2018/09/16 11:53:41,1399472248
1650827416,2018/09/16 11:53:41,1400099008
1650827416,2018/09/16 11:53:10,1400123584
1650827416,2018/09/16 11:57:41,1400180936
1650827416,2018/09/16 11:53:41,1400320232
1650827416,2018/09/16 11:54:53,1403818184
1650827416,2018/09/16 11:56:10,2057744536
1650827416,2018/09/16 11:53:41,2062319640
1650827416,2018/09/16 11:53:10,2062364696
1650827416,2018/09/16 11:54:53,2062372888
1650827416,2018/09/16 11:53:41,2062376984
1650827416,2018/09/16 11:53:41,2062381080
1650827416,2018/09/16 11:56:10,2062385176
1650827416,2018/09/16 11:56:10,2062393368
1650827416,2018/09/16 11:53:10,2062405656
1650827416,2018/09/16 11:57:41,2062438424
1650827416,2018/09/16 11:56:10,2064552088
1650827416,2018/09/16 11:53:10,2064613528
1650827416,2018/09/16 11:53:41,2064621720
1650827416,2018/09/16 11:53:41,2064629912
1650827416,2018/09/16 11:53:41,2064634008
1650827416,2018/09/16 11:57:41,2064654488
1650827416,2018/09/16 11:56:10,2064666776
1650827416,2018/09/16 11:56:10,2064883752
1650827416,2018/09/16 11:53:41,2064896040
1650827416,2018/09/16 11:53:10,2064904232
1650827416,2018/09/16 11:53:10,2064908328
1650827416,2018/09/16 11:53:41,2064920616
1650827416,2018/09/16 11:53:41,2064924712
1650827416,2018/09/16 11:53:41,2064928808
1650827416,2018/09/16 11:53:10,2064932904
1650827416,2018/09/16 11:56:10,2064937000
1650827416,2018/09/16 11:53:10,2064945192
1650827416,2018/09/16 11:56:10,2064961576
1650827416,2018/09/16 11:53:10,2065010704
1650827416,2018/09/16 11:53:10,2065014800
1650827416,2018/09/16 11:53:41,2065027088
1650827416,2018/09/16 11:53:10,2065035280
1650827416,2018/09/16 11:53:10,2065039376
1650827416,2018/09/16 11:54:53,2065043472
1650827416,2018/09/16 11:54:53,2065047568
1650827416,2018/09/16 11:56:10,2065055760
1650827416,2018/09/16 11:56:10,2065059856
1650827416,2018/09/16 11:57:41,2065063952
1650827416,2018/09/16 11:54:53,2067509352
1650827416,2018/09/16 11:54:53,2067517544
1650827416,2018/09/16 11:54:53,2067525736
1650827416,2018/09/16 11:54:53,2067533928
1650827416,2018/09/16 11:53:41,2067538024
1650827416,2018/09/16 11:53:41,2067542120
1650827416,2018/09/16 11:56:10,2067546216
1650827416,2018/09/16 11:56:10,2067550312
1650827416,2018/09/16 11:53:10,2067566640
1650827416,2018/09/16 11:54:53,2067566784
1650827416,2018/09/16 11:56:10,2067570880
1650827416,2018/09/16 11:56:10,2067579072
1650827416,2018/09/16 11:54:53,2067583168
1650827416,2018/09/16 11:53:10,2067587120
1650827416,2018/09/16 11:53:10,2067591216
1650827416,2018/09/16 11:57:41,2067595312
1650827416,2018/09/16 11:57:41,2067603648
1650827416,2018/09/16 11:56:10,2067615792
1650827416,2018/09/16 11:53:10,2069049464
1650827416,2018/09/16 11:53:10,2069053560
1650827416,2018/09/16 11:54:53,2069061752
1650827416,2018/09/16 11:54:53,2069065848
1650827416,2018/09/16 11:56:10,2069086328
1650827416,2018/09/16 11:53:10,2069790952
1650827416,2018/09/16 11:54:53,2069799144
1650827416,2018/09/16 11:53:41,2069815528
1650827416,2018/09/16 11:53:10,2076110872
1650827416,2018/09/16 11:56:10,2076602568
1650827416,2018/09/16 11:53:10,2076627144
1650827416,2018/09/16 11:53:10,2076631240
1650827416,2018/09/16 11:54:53,2076651720
1650827416,2018/09/16 11:53:41,2076655816
1650827416,2018/09/16 11:53:41,2076659912
1650827416,2018/09/16 11:53:41,2076664008
1650827416,2018/09/16 11:53:41,2076668104
1650827416,2018/09/16 11:56:10,2076672200
1650827416,2018/09/16 11:56:10,2076676296
1650827416,2018/09/16 11:56:10,2076680392
1650827416,2018/09/16 11:53:10,2076688584
1650827416,2018/09/16 11:53:10,2077679768
1650827416,2018/09/16 11:56:10,2077683864
1650827416,2018/09/16 11:56:10,2077692056
1650827416,2018/09/16 11:54:53,2077704344
1650827416,2018/09/16 11:53:10,2077773864
1650827416,2018/09/16 11:56:10,2077777960
1650827416,2018/09/16 11:56:10,2077794344
1650827416,2018/09/16 11:53:41,2077945872
1650827416,2018/09/16 11:53:10,2077962256
1650827416,2018/09/16 11:54:53,2077970584
1650827416,2018/09/16 11:56:10,2077974544
1650827416,2018/09/16 11:53:41,2077974680
1650827416,2018/09/16 11:54:53,2078007312
1650827416,2018/09/16 11:53:41,2078011408
1650827416,2018/09/16 11:54:53,2078072872
1650827416,2018/09/16 11:53:10,2078076968
1650827416,2018/09/16 11:53:10,2078081064
1650827416,2018/09/16 11:54:53,2078085160
1650827416,2018/09/16 11:53:41,2078089256
1650827416,2018/09/16 11:53:10,2078093352
1650827416,2018/09/16 11:53:41,2078281744
1650827416,2018/09/16 11:53:41,2078285840
1650827416,2018/09/16 11:56:10,2078289936
1650827416,2018/09/16 11:57:41,2078642192
1650827416,2018/09/16 11:53:41,2080620736
1650827416,2018/09/16 11:56:10,2080633024
1650827416,2018/09/16 11:54:53,2080649408
1650827416,2018/09/16 11:53:41,2080657600
1650827416,2018/09/16 11:56:10,2080833584
1650827416,2018/09/16 11:54:53,2081034344
1650827416,2018/09/16 11:56:10,2081341632
1650827416,2018/09/16 11:53:41,2082009208
1650827416,2018/09/16 11:53:41,2082017400
1650827416,2018/09/16 11:53:10,2082025592
1650827416,2018/09/16 11:56:10,2082033784
1650827416,2018/09/16 11:56:10,2082037880
1650827416,2018/09/16 11:53:41,2082050168
1650827416,2018/09/16 11:54:53,2082402424
1650827416,2018/09/16 11:53:10,2083148008
1650827416,2018/09/16 11:56:10,2083152104
1650827416,2018/09/16 11:56:10,2083156200
1650827416,2018/09/16 11:54:53,2083176680
1650827416,2018/09/16 11:54:53,2083188968
1650827416,2018/09/16 11:54:53,2083455208
1650827416,2018/09/16 11:56:10,2083459304
1650827416,2018/09/16 11:57:41,2083586280
1650827416,2018/09/16 11:56:10,2089513160
1650827416,2018/09/16 11:53:41,2089517256
1650827416,2018/09/16 11:53:10,2089529544
1650827416,2018/09/16 11:53:10,2089533640
1650827416,2018/09/16 11:53:10,2089537736
1650827416,2018/09/16 11:53:10,2089566408
1650827416,2018/09/16 11:54:53,2089935048
1650827416,2018/09/16 11:54:53,2089943240
1650827416,2018/09/16 11:56:10,2090369224
1275568328,2018/08/09 10:52:25,1272795176
1650954256,2018/09/16 12:03:59,479248
1650954256,2018/09/16 12:00:41,9506856
1650954256,2018/09/16 11:59:36,21586072
1650954256,2018/09/16 12:00:41,537215176
1650954256,2018/09/16 11:59:36,724271224
1650954256,2018/09/16 12:03:59,783491088
1650954256,2018/09/16 12:03:59,850853936
1650954256,2018/09/16 12:03:59,851787896
1650954256,2018/09/16 12:00:41,852303912
1650954256,2018/09/16 12:00:41,1385205808
1650954256,2018/09/16 12:03:59,1386102824
1650954256,2018/09/16 11:58:21,1387339880
1650954256,2018/09/16 12:00:41,1388658888
1650954256,2018/09/16 12:00:41,1392607432
1650954256,2018/09/16 11:58:21,1395613720
1650954256,2018/09/16 11:58:21,1397547112
1650954256,2018/09/16 11:58:21,1397551208
1650954256,2018/09/16 12:03:59,1397596264
1650954256,2018/09/16 11:58:21,1397706792
1650954256,2018/09/16 11:59:36,1397751912
1650954256,2018/09/16 11:59:36,1397899304
1650954256,2018/09/16 11:58:21,1398140976
1650954256,2018/09/16 12:00:41,1398169648
1650954256,2018/09/16 11:58:21,1399472248
1650954256,2018/09/16 11:58:21,1400099008
1650954256,2018/09/16 11:57:59,1400123584
1650954256,2018/09/16 12:03:59,1400180936
1650954256,2018/09/16 11:58:21,1400320232
1650954256,2018/09/16 11:59:36,1403818184
1650954256,2018/09/16 12:00:41,2057744536
1650954256,2018/09/16 11:58:21,2062319640
1650954256,2018/09/16 11:57:59,2062364696
1650954256,2018/09/16 11:59:36,2062372888
1650954256,2018/09/16 11:58:21,2062376984
1650954256,2018/09/16 11:58:21,2062381080
1650954256,2018/09/16 12:00:41,2062385176
1650954256,2018/09/16 12:00:41,2062393368
1650954256,2018/09/16 11:57:59,2062405656
1650954256,2018/09/16 12:03:59,2062438424
1650954256,2018/09/16 12:00:41,2064552088
1650954256,2018/09/16 11:57:59,2064613528
1650954256,2018/09/16 11:58:21,2064621720
1650954256,2018/09/16 11:58:21,2064629912
1650954256,2018/09/16 11:58:21,2064634008
1650954256,2018/09/16 12:03:59,2064654488
1650954256,2018/09/16 12:00:41,2064666776
1650954256,2018/09/16 12:00:41,2064883752
1650954256,2018/09/16 11:58:21,2064896040
1650954256,2018/09/16 11:57:59,2064904232
1650954256,2018/09/16 11:57:59,2064908328
1650954256,2018/09/16 11:58:21,2064920616
1650954256,2018/09/16 11:58:21,2064924712
1650954256,2018/09/16 11:58:21,2064928808
1650954256,2018/09/16 11:57:59,2064932904
1650954256,2018/09/16 12:00:41,2064937000
1650954256,2018/09/16 11:57:59,2064945192
1650954256,2018/09/16 12:00:41,2064961576
1650954256,2018/09/16 11:57:59,2065010704
1650954256,2018/09/16 11:57:59,2065014800
1650954256,2018/09/16 11:58:21,2065027088
1650954256,2018/09/16 11:57:59,2065035280
1650954256,2018/09/16 11:57:59,2065039376
1650954256,2018/09/16 11:59:36,2065043472
1650954256,2018/09/16 11:59:36,2065047568
1650954256,2018/09/16 12:00:41,2065055760
1650954256,2018/09/16 12:00:41,2065059856
1650954256,2018/09/16 12:03:59,2065063952
1650954256,2018/09/16 11:59:36,2067509352
1650954256,2018/09/16 11:59:36,2067517544
1650954256,2018/09/16 11:59:36,2067525736
1650954256,2018/09/16 11:59:36,2067533928
1650954256,2018/09/16 11:58:21,2067538024
1650954256,2018/09/16 11:58:21,2067542120
1650954256,2018/09/16 12:00:41,2067546216
1650954256,2018/09/16 12:00:41,2067550312
1650954256,2018/09/16 11:57:59,2067566640
1650954256,2018/09/16 11:59:36,2067566784
1650954256,2018/09/16 12:00:41,2067570880
1650954256,2018/09/16 12:00:41,2067579072
1650954256,2018/09/16 11:59:36,2067583168
1650954256,2018/09/16 11:57:59,2067587120
1650954256,2018/09/16 11:57:59,2067591216
1650954256,2018/09/16 12:03:59,2067603648
1650954256,2018/09/16 12:00:41,2067615792
1650954256,2018/09/16 11:57:59,2069049464
1650954256,2018/09/16 11:57:59,2069053560
1650954256,2018/09/16 11:59:36,2069061752
1650954256,2018/09/16 11:59:36,2069065848
1650954256,2018/09/16 12:00:41,2069086328
1650954256,2018/09/16 11:57:59,2069790952
1650954256,2018/09/16 11:59:36,2069799144
1650954256,2018/09/16 11:58:21,2069815528
1650954256,2018/09/16 11:57:59,2076110872
1650954256,2018/09/16 12:00:41,2076602568
1650954256,2018/09/16 11:57:59,2076627144
1650954256,2018/09/16 11:57:59,2076631240
1650954256,2018/09/16 11:59:36,2076651720
1650954256,2018/09/16 11:58:21,2076655816
1650954256,2018/09/16 11:58:21,2076659912
1650954256,2018/09/16 11:58:21,2076664008
1650954256,2018/09/16 11:58:21,2076668104
1650954256,2018/09/16 12:00:41,2076672200
1650954256,2018/09/16 12:00:41,2076676296
1650954256,2018/09/16 12:00:41,2076680392
1650954256,2018/09/16 11:57:59,2076688584
1650954256,2018/09/16 11:57:59,2077679768
1650954256,2018/09/16 12:00:41,2077683864
1650954256,2018/09/16 12:00:41,2077692056
1650954256,2018/09/16 11:59:36,2077704344
1650954256,2018/09/16 11:57:59,2077773864
1650954256,2018/09/16 12:00:41,2077777960
1650954256,2018/09/16 12:00:41,2077794344
1650954256,2018/09/16 11:58:21,2077945872
1650954256,2018/09/16 11:57:59,2077962256
1650954256,2018/09/16 11:59:36,2077970584
1650954256,2018/09/16 12:00:41,2077974544
1650954256,2018/09/16 11:58:21,2077974680
1650954256,2018/09/16 12:00:41,2077978640
1650954256,2018/09/16 11:59:36,2078007312
1650954256,2018/09/16 11:58:21,2078011408
1650954256,2018/09/16 11:59:36,2078072872
1650954256,2018/09/16 11:57:59,2078076968
1650954256,2018/09/16 11:57:59,2078081064
1650954256,2018/09/16 11:59:36,2078085160
1650954256,2018/09/16 11:58:21,2078089256
1650954256,2018/09/16 11:57:59,2078093352
1650954256,2018/09/16 11:58:21,2078281744
1650954256,2018/09/16 11:58:21,2078285840
1650954256,2018/09/16 12:00:41,2078289936
1650954256,2018/09/16 12:03:59,2078642192
1650954256,2018/09/16 11:58:21,2080620736
1650954256,2018/09/16 12:00:41,2080633024
1650954256,2018/09/16 11:59:36,2080649408
1650954256,2018/09/16 11:58:21,2080657600
1650954256,2018/09/16 12:00:41,2080833584
1650954256,2018/09/16 11:59:36,2081034344
1650954256,2018/09/16 12:00:41,2081341632
1650954256,2018/09/16 11:58:21,2082009208
1650954256,2018/09/16 11:58:21,2082017400
1650954256,2018/09/16 11:57:59,2082025592
1650954256,2018/09/16 12:00:41,2082033784
1650954256,2018/09/16 12:00:41,2082037880
1650954256,2018/09/16 11:58:21,2082050168
1650954256,2018/09/16 11:59:36,2082402424
1650954256,2018/09/16 11:57:59,2083148008
1650954256,2018/09/16 12:00:41,2083152104
1650954256,2018/09/16 12:00:41,2083156200
1650954256,2018/09/16 11:59:36,2083176680
1650954256,2018/09/16 11:57:59,2083184872
1650954256,2018/09/16 11:59:36,2083188968
1650954256,2018/09/16 11:59:36,2083455208
1650954256,2018/09/16 12:00:41,2083459304
1650954256,2018/09/16 12:03:59,2083586280
1650954256,2018/09/16 12:00:41,2089513160
1650954256,2018/09/16 11:58:21,2089517256
1650954256,2018/09/16 11:57:59,2089529544
1650954256,2018/09/16 11:57:59,2089533640
1650954256,2018/09/16 11:57:59,2089537736
1650954256,2018/09/16 11:57:59,2089566408
1650954256,2018/09/16 11:59:36,2089570504
1650954256,2018/09/16 11:59:36,2089935048
1650954256,2018/09/16 12:00:41,2090369224
1271795760,2018/08/09 10:50:31,1271259240
1659621576,2018/09/16 12:00:18,479248
1659621576,2018/09/16 11:57:55,9506856
1659621576,2018/09/16 11:56:38,21586072
1659621576,2018/09/16 11:57:55,537215176
1659621576,2018/09/16 11:56:38,724271224
1659621576,2018/09/16 12:00:18,850853936
1659621576,2018/09/16 12:00:18,851787896
1659621576,2018/09/16 11:57:55,852303912
1659621576,2018/09/16 11:57:55,1385205808
1659621576,2018/09/16 12:00:18,1386102824
1659621576,2018/09/16 11:55:51,1387339880
1659621576,2018/09/16 11:57:55,1388658888
1659621576,2018/09/16 11:57:55,1392607432
1659621576,2018/09/16 11:55:51,1395613720
1659621576,2018/09/16 11:55:51,1397547112
1659621576,2018/09/16 11:55:51,1397551208
1659621576,2018/09/16 12:00:18,1397596264
1659621576,2018/09/16 11:55:51,1397706792
1659621576,2018/09/16 11:56:38,1397751912
1659621576,2018/09/16 11:56:38,1397899304
1659621576,2018/09/16 11:55:51,1398140976
1659621576,2018/09/16 11:57:55,1398169648
1659621576,2018/09/16 11:55:51,1399472248
1659621576,2018/09/16 11:55:51,1400099008
1659621576,2018/09/16 11:55:28,1400123584
1659621576,2018/09/16 12:00:18,1400180936
1659621576,2018/09/16 11:55:51,1400320232
1659621576,2018/09/16 11:56:38,1403818184
1659621576,2018/09/16 11:57:55,2057744536
1659621576,2018/09/16 11:55:51,2062319640
1659621576,2018/09/16 11:55:28,2062364696
1659621576,2018/09/16 11:56:38,2062372888
1659621576,2018/09/16 11:55:51,2062376984
1659621576,2018/09/16 11:55:51,2062381080
1659621576,2018/09/16 11:57:55,2062385176
1659621576,2018/09/16 11:57:55,2062393368
1659621576,2018/09/16 11:55:28,2062405656
1659621576,2018/09/16 12:00:18,2062438424
1659621576,2018/09/16 11:57:55,2064552088
1659621576,2018/09/16 11:55:28,2064613528
1659621576,2018/09/16 11:55:51,2064621720
1659621576,2018/09/16 11:55:51,2064629912
1659621576,2018/09/16 11:55:51,2064634008
1659621576,2018/09/16 12:00:18,2064654488
1659621576,2018/09/16 11:57:55,2064666776
1659621576,2018/09/16 11:57:55,2064883752
1659621576,2018/09/16 11:55:51,2064896040
1659621576,2018/09/16 11:55:28,2064904232
1659621576,2018/09/16 11:55:28,2064908328
1659621576,2018/09/16 11:55:51,2064920616
1659621576,2018/09/16 11:55:51,2064924712
1659621576,2018/09/16 11:55:51,2064928808
1659621576,2018/09/16 11:55:28,2064932904
1659621576,2018/09/16 11:57:55,2064937000
1659621576,2018/09/16 11:55:28,2064945192
1659621576,2018/09/16 11:57:55,2064961576
1659621576,2018/09/16 11:55:28,2065010704
1659621576,2018/09/16 11:55:28,2065014800
1659621576,2018/09/16 11:55:51,2065027088
1659621576,2018/09/16 11:55:28,2065035280
1659621576,2018/09/16 11:55:28,2065039376
1659621576,2018/09/16 11:56:38,2065043472
1659621576,2018/09/16 11:56:38,2065047568
1659621576,2018/09/16 11:57:55,2065055760
1659621576,2018/09/16 11:57:55,2065059856
1659621576,2018/09/16 12:00:18,2065063952
1659621576,2018/09/16 11:56:38,2067509352
1659621576,2018/09/16 11:56:38,2067517544
1659621576,2018/09/16 11:56:38,2067525736
1659621576,2018/09/16 11:56:38,2067533928
1659621576,2018/09/16 11:55:51,2067538024
1659621576,2018/09/16 11:55:51,2067542120
1659621576,2018/09/16 11:57:55,2067546216
1659621576,2018/09/16 11:57:55,2067550312
1659621576,2018/09/16 11:55:28,2067566640
1659621576,2018/09/16 11:56:38,2067566784
1659621576,2018/09/16 11:57:55,2067570880
1659621576,2018/09/16 11:57:55,2067579072
1659621576,2018/09/16 11:56:38,2067583168
1659621576,2018/09/16 11:55:28,2067587120
1659621576,2018/09/16 11:55:28,2067591216
1659621576,2018/09/16 12:00:18,2067595312
1659621576,2018/09/16 12:00:18,2067603648
1659621576,2018/09/16 11:57:55,2067615792
1659621576,2018/09/16 11:55:28,2069049464
1659621576,2018/09/16 11:55:28,2069053560
1659621576,2018/09/16 11:56:38,2069061752
1659621576,2018/09/16 11:56:38,2069065848
1659621576,2018/09/16 11:57:55,2069086328
1659621576,2018/09/16 11:55:28,2069790952
1659621576,2018/09/16 11:56:38,2069799144
1659621576,2018/09/16 11:55:51,2069815528
1659621576,2018/09/16 11:55:28,2076110872
1659621576,2018/09/16 11:57:55,2076602568
1659621576,2018/09/16 11:55:28,2076627144
1659621576,2018/09/16 11:55:28,2076631240
1659621576,2018/09/16 11:56:38,2076651720
1659621576,2018/09/16 11:55:51,2076655816
1659621576,2018/09/16 11:55:51,2076659912
1659621576,2018/09/16 11:55:51,2076664008
1659621576,2018/09/16 11:55:51,2076668104
1659621576,2018/09/16 11:57:55,2076672200
1659621576,2018/09/16 11:57:55,2076676296
1659621576,2018/09/16 11:57:55,2076680392
1659621576,2018/09/16 11:55:28,2076688584
1659621576,2018/09/16 11:55:28,2077679768
1659621576,2018/09/16 11:57:55,2077683864
1659621576,2018/09/16 11:57:55,2077692056
1659621576,2018/09/16 11:56:38,2077704344
1659621576,2018/09/16 11:55:28,2077773864
1659621576,2018/09/16 11:57:55,2077777960
1659621576,2018/09/16 11:57:55,2077794344
1659621576,2018/09/16 11:55:51,2077945872
1659621576,2018/09/16 11:55:28,2077962256
1659621576,2018/09/16 11:56:38,2077970584
1659621576,2018/09/16 11:57:55,2077974544
1659621576,2018/09/16 11:55:51,2077974680
1659621576,2018/09/16 11:56:38,2078007312
1659621576,2018/09/16 11:55:51,2078011408
1659621576,2018/09/16 11:56:38,2078072872
1659621576,2018/09/16 11:55:28,2078076968
1659621576,2018/09/16 11:55:28,2078081064
1659621576,2018/09/16 11:56:38,2078085160
1659621576,2018/09/16 11:55:51,2078089256
1659621576,2018/09/16 11:55:28,2078093352
1659621576,2018/09/16 11:55:51,2078281744
1659621576,2018/09/16 11:55:51,2078285840
1659621576,2018/09/16 11:57:55,2078289936
1659621576,2018/09/16 12:00:18,2078642192
1659621576,2018/09/16 11:55:51,2080620736
1659621576,2018/09/16 11:57:55,2080633024
1659621576,2018/09/16 11:56:38,2080649408
1659621576,2018/09/16 11:55:51,2080657600
1659621576,2018/09/16 11:57:55,2080833584
1659621576,2018/09/16 11:56:38,2081034344
1659621576,2018/09/16 11:57:55,2081341632
1659621576,2018/09/16 11:55:51,2082009208
1659621576,2018/09/16 11:55:51,2082017400
1659621576,2018/09/16 11:55:28,2082025592
1659621576,2018/09/16 11:57:55,2082033784
1659621576,2018/09/16 11:57:55,2082037880
1659621576,2018/09/16 11:55:51,2082050168
1659621576,2018/09/16 11:56:38,2082402424
1659621576,2018/09/16 11:55:28,2083148008
1659621576,2018/09/16 11:57:55,2083152104
1659621576,2018/09/16 11:57:55,2083156200
1659621576,2018/09/16 11:56:38,2083176680
1659621576,2018/09/16 11:56:38,2083188968
1659621576,2018/09/16 11:56:38,2083455208
1659621576,2018/09/16 11:57:55,2083459304
1659621576,2018/09/16 12:00:18,2083586280
1659621576,2018/09/16 11:57:55,2089513160
1659621576,2018/09/16 11:55:51,2089517256
1659621576,2018/09/16 11:55:28,2089529544
1659621576,2018/09/16 11:55:28,2089533640
1659621576,2018/09/16 11:55:28,2089537736
1659621576,2018/09/16 11:55:28,2089566408
1659621576,2018/09/16 11:56:38,2089935048
1659621576,2018/09/16 11:56:38,2089943240
1659621576,2018/09/16 11:57:55,2090369224
1273413656,2018/08/09 11:08:39,1273667600
1651068952,2018/09/16 12:03:23,479248
1651068952,2018/09/16 12:00:00,9506856
1651068952,2018/09/16 11:59:10,21586072
1651068952,2018/09/16 12:00:00,537215176
1651068952,2018/09/16 11:59:10,724271224
1651068952,2018/09/16 12:03:23,783491088
1651068952,2018/09/16 12:03:23,850853936
1651068952,2018/09/16 12:03:23,851787896
1651068952,2018/09/16 12:00:00,852303912
1651068952,2018/09/16 12:00:00,1385205808
1651068952,2018/09/16 12:03:23,1386102824
1651068952,2018/09/16 11:57:59,1387339880
1651068952,2018/09/16 12:00:00,1388658888
1651068952,2018/09/16 12:00:00,1392607432
1651068952,2018/09/16 11:57:59,1395613720
1651068952,2018/09/16 11:57:59,1397547112
1651068952,2018/09/16 11:57:59,1397551208
1651068952,2018/09/16 12:03:23,1397596264
1651068952,2018/09/16 11:57:59,1397706792
1651068952,2018/09/16 11:59:10,1397751912
1651068952,2018/09/16 11:59:10,1397899304
1651068952,2018/09/16 11:57:59,1398140976
1651068952,2018/09/16 12:00:00,1398169648
1651068952,2018/09/16 11:57:59,1399472248
1651068952,2018/09/16 11:57:59,1400099008
1651068952,2018/09/16 11:57:28,1400123584
1651068952,2018/09/16 12:03:23,1400180936
1651068952,2018/09/16 11:57:59,1400320232
1651068952,2018/09/16 11:59:10,1403818184
1651068952,2018/09/16 12:00:00,2057744536
1651068952,2018/09/16 11:57:59,2062319640
1651068952,2018/09/16 11:57:28,2062364696
1651068952,2018/09/16 11:59:10,2062372888
1651068952,2018/09/16 11:57:59,2062376984
1651068952,2018/09/16 11:57:59,2062381080
1651068952,2018/09/16 12:00:00,2062385176
1651068952,2018/09/16 12:00:00,2062393368
1651068952,2018/09/16 11:57:28,2062405656
1651068952,2018/09/16 12:03:23,2062438424
1651068952,2018/09/16 12:00:00,2064552088
1651068952,2018/09/16 11:57:28,2064613528
1651068952,2018/09/16 11:57:59,2064621720
1651068952,2018/09/16 11:57:59,2064629912
1651068952,2018/09/16 11:57:59,2064634008
1651068952,2018/09/16 12:03:23,2064654488
1651068952,2018/09/16 12:00:00,2064666776
1651068952,2018/09/16 12:00:00,2064883752
1651068952,2018/09/16 11:57:59,2064896040
1651068952,2018/09/16 11:57:28,2064904232
1651068952,2018/09/16 11:57:28,2064908328
1651068952,2018/09/16 11:57:59,2064920616
1651068952,2018/09/16 11:57:59,2064924712
1651068952,2018/09/16 11:57:59,2064928808
1651068952,2018/09/16 11:57:28,2064932904
1651068952,2018/09/16 12:00:00,2064937000
1651068952,2018/09/16 11:57:28,2064945192
1651068952,2018/09/16 12:00:00,2064961576
1651068952,2018/09/16 11:57:28,2065010704
1651068952,2018/09/16 11:57:28,2065014800
1651068952,2018/09/16 11:57:59,2065027088
1651068952,2018/09/16 11:57:28,2065035280
1651068952,2018/09/16 11:57:28,2065039376
1651068952,2018/09/16 11:59:10,2065043472
1651068952,2018/09/16 11:59:10,2065047568
1651068952,2018/09/16 12:00:00,2065055760
1651068952,2018/09/16 12:00:00,2065059856
1651068952,2018/09/16 12:03:23,2065063952
1651068952,2018/09/16 11:59:10,2067509352
1651068952,2018/09/16 11:59:10,2067517544
1651068952,2018/09/16 11:59:10,2067525736
1651068952,2018/09/16 11:59:10,2067533928
1651068952,2018/09/16 11:57:59,2067538024
1651068952,2018/09/16 11:57:59,2067542120
1651068952,2018/09/16 12:00:00,2067546216
1651068952,2018/09/16 12:00:00,2067550312
1651068952,2018/09/16 11:57:28,2067566640
1651068952,2018/09/16 11:59:10,2067566784
1651068952,2018/09/16 12:00:00,2067570880
1651068952,2018/09/16 12:00:00,2067579072
1651068952,2018/09/16 11:59:10,2067583168
1651068952,2018/09/16 11:57:28,2067587120
1651068952,2018/09/16 11:57:28,2067591216
1651068952,2018/09/16 12:03:23,2067603648
1651068952,2018/09/16 12:00:00,2067615792
1651068952,2018/09/16 11:57:28,2069049464
1651068952,2018/09/16 11:57:28,2069053560
1651068952,2018/09/16 11:59:10,2069061752
1651068952,2018/09/16 11:59:10,2069065848
1651068952,2018/09/16 12:00:00,2069086328
1651068952,2018/09/16 11:57:28,2069790952
1651068952,2018/09/16 11:59:10,2069799144
1651068952,2018/09/16 11:57:59,2069815528
1651068952,2018/09/16 11:57:28,2076110872
1651068952,2018/09/16 12:00:00,2076602568
1651068952,2018/09/16 11:57:28,2076627144
1651068952,2018/09/16 11:57:28,2076631240
1651068952,2018/09/16 11:59:10,2076651720
1651068952,2018/09/16 11:57:59,2076655816
1651068952,2018/09/16 11:57:59,2076659912
1651068952,2018/09/16 11:57:59,2076664008
1651068952,2018/09/16 11:57:59,2076668104
1651068952,2018/09/16 12:00:00,2076672200
1651068952,2018/09/16 12:00:00,2076676296
1651068952,2018/09/16 12:00:00,2076680392
1651068952,2018/09/16 11:57:28,2076688584
1651068952,2018/09/16 11:57:28,2077679768
1651068952,2018/09/16 12:00:00,2077683864
1651068952,2018/09/16 12:00:00,2077692056
1651068952,2018/09/16 11:59:10,2077704344
1651068952,2018/09/16 11:57:28,2077773864
1651068952,2018/09/16 12:00:00,2077777960
1651068952,2018/09/16 12:00:00,2077794344
1651068952,2018/09/16 11:57:59,2077945872
1651068952,2018/09/16 11:57:28,2077962256
1651068952,2018/09/16 11:59:10,2077970584
1651068952,2018/09/16 12:00:00,2077974544
1651068952,2018/09/16 11:57:59,2077974680
1651068952,2018/09/16 11:59:10,2078007312
1651068952,2018/09/16 11:57:59,2078011408
1651068952,2018/09/16 11:59:10,2078072872
1651068952,2018/09/16 11:57:28,2078076968
1651068952,2018/09/16 11:57:28,2078081064
1651068952,2018/09/16 11:59:10,2078085160
1651068952,2018/09/16 11:57:59,2078089256
1651068952,2018/09/16 11:57:28,2078093352
1651068952,2018/09/16 11:57:59,2078281744
1651068952,2018/09/16 11:57:59,2078285840
1651068952,2018/09/16 12:00:00,2078289936
1651068952,2018/09/16 12:03:23,2078642192
1651068952,2018/09/16 11:57:59,2080620736
1651068952,2018/09/16 12:00:00,2080633024
1651068952,2018/09/16 11:59:10,2080649408
1651068952,2018/09/16 11:57:59,2080657600
1651068952,2018/09/16 12:00:00,2080833584
1651068952,2018/09/16 11:59:10,2081034344
1651068952,2018/09/16 12:00:00,2081341632
1651068952,2018/09/16 11:57:59,2082009208
1651068952,2018/09/16 11:57:59,2082017400
1651068952,2018/09/16 11:57:28,2082025592
1651068952,2018/09/16 12:00:00,2082033784
1651068952,2018/09/16 12:00:00,2082037880
1651068952,2018/09/16 11:57:59,2082050168
1651068952,2018/09/16 11:59:10,2082402424
1651068952,2018/09/16 11:57:28,2083148008
1651068952,2018/09/16 12:00:00,2083152104
1651068952,2018/09/16 12:00:00,2083156200
1651068952,2018/09/16 11:59:10,2083176680
1651068952,2018/09/16 11:59:10,2083188968
1651068952,2018/09/16 11:59:10,2083455208
1651068952,2018/09/16 12:00:00,2083459304
1651068952,2018/09/16 12:03:23,2083586280
1651068952,2018/09/16 12:00:00,2089513160
1651068952,2018/09/16 11:57:59,2089517256
1651068952,2018/09/16 11:57:28,2089529544
1651068952,2018/09/16 11:57:28,2089533640
1651068952,2018/09/16 11:57:28,2089537736
1651068952,2018/09/16 11:57:28,2089566408
1651068952,2018/09/16 11:59:10,2089570504
1651068952,2018/09/16 11:59:10,2089935048
1651068952,2018/09/16 12:00:00,2090369224
1269534736,2018/08/06 05:27:33,751419592
1269534736,2018/08/05 01:03:00,838807744
1269534736,2018/08/06 05:28:58,839086200
1269534736,2018/08/06 05:34:23,840261672
1269534736,2018/08/05 01:03:00,840298544
1269534736,2018/08/06 05:28:58,841130184
1269534736,2018/08/06 05:27:33,845172856
1269534736,2018/08/06 05:27:33,1285648432
1269534736,2018/08/06 05:34:29,1293258872
1271996608,2018/08/06 05:29:10,751419592
1271996608,2018/08/05 01:03:00,838807744
1271996608,2018/08/06 05:30:03,839086200
1271996608,2018/08/06 05:35:26,840261672
1271996608,2018/08/05 01:03:00,840298544
1271996608,2018/08/06 05:30:03,841130184
1271996608,2018/08/06 05:29:10,845172856
1271996608,2018/08/06 05:29:10,1285648432
1271996608,2018/08/06 05:35:31,1291329640
1270014144,2018/08/05 19:41:46,681738472
1270014144,2018/08/04 12:55:41,682438776
1270014144,2018/08/05 19:39:33,749461624
1270014144,2018/08/05 19:39:33,752627752
1270014144,2018/08/05 19:41:46,836390960
1270014144,2018/08/05 19:49:54,837402672
1270014144,2018/08/05 19:39:33,840089752
1270014144,2018/08/04 12:55:41,840257576
1270014144,2018/08/05 19:39:33,840548504
1270014144,2018/08/05 19:49:59,1293258944
1270771832,2018/08/05 22:16:39,681738472
1270771832,2018/08/05 22:15:45,746643504
1270771832,2018/08/05 22:15:45,751419592
1270771832,2018/08/05 22:16:39,836390960
1270771832,2018/08/04 14:52:28,839213080
1270771832,2018/08/05 22:21:07,840179944
1270771832,2018/08/05 22:15:45,840548504
1270771832,2018/08/04 14:52:28,840589512
1270771832,2018/08/05 22:21:12,1289224208
1272852600,2018/08/06 05:30:44,751419592
1272852600,2018/08/05 01:03:00,838807744
1272852600,2018/08/06 05:31:39,839086200
1272852600,2018/08/06 05:37:03,840261672
1272852600,2018/08/05 01:03:00,840298544
1272852600,2018/08/06 05:31:39,841130184
1272852600,2018/08/06 05:30:44,845172856
1272852600,2018/08/06 05:30:44,1285648432
1272852600,2018/08/06 05:37:09,1291796584
1268412568,2018/08/06 05:29:08,751419592
1268412568,2018/08/05 01:03:00,838807744
1268412568,2018/08/06 05:30:34,839086200
1268412568,2018/08/06 05:36:39,840261672
1268412568,2018/08/05 01:03:00,840298544
1268412568,2018/08/06 05:30:34,841130184
1268412568,2018/08/06 05:29:08,845172856
1268412568,2018/08/06 05:29:08,1285648432
1268412568,2018/08/06 05:36:45,1290285072
1269694512,2018/08/07 13:57:45,752443512
1269694512,2018/08/06 18:16:14,834355352
1269694512,2018/08/07 14:07:42,835354776
1269694512,2018/08/07 14:01:17,836911208
1269694512,2018/08/07 13:57:45,842350640
1269694512,2018/08/06 18:16:14,842563784
1269694512,2018/08/07 13:57:45,1294237744
1269694512,2018/08/07 14:07:43,1295634624
1269694512,2018/08/07 14:01:17,1296417000
1272332328,2018/08/06 05:28:20,751419592
1272332328,2018/08/05 01:03:00,838807744
1272332328,2018/08/06 05:29:45,839086200
1272332328,2018/08/06 05:35:50,840261672
1272332328,2018/08/05 01:03:00,840298544
1272332328,2018/08/06 05:29:45,841130184
1272332328,2018/08/06 05:28:20,845172856
1272332328,2018/08/06 05:28:20,1285648432
1272332328,2018/08/06 05:35:56,1289732112
1272807464,2018/08/07 14:39:52,752443512
1272807464,2018/08/06 18:16:14,834355352
1272807464,2018/08/07 14:44:36,835354776
1272807464,2018/08/07 14:40:46,836911208
1272807464,2018/08/07 14:39:52,842350640
1272807464,2018/08/06 18:16:14,842563784
1272807464,2018/08/07 14:39:52,1291862040
1272807464,2018/08/07 14:40:46,1296417000
1272807464,2018/08/07 14:44:37,1298776264
1273249912,2018/08/07 14:39:02,752443512
1273249912,2018/08/06 18:16:14,834355352
1273249912,2018/08/07 14:44:12,835354776
1273249912,2018/08/07 14:40:27,836911208
1273249912,2018/08/07 14:39:02,842350640
1273249912,2018/08/06 18:16:14,842563784
1273249912,2018/08/07 14:39:02,1291862040
1273249912,2018/08/07 14:44:13,1295220928
1273249912,2018/08/07 14:40:27,1296417000
1281781808,2018/08/05 19:05:55,681738472
1281781808,2018/08/05 19:03:01,749461624
1281781808,2018/08/05 19:03:01,752627752
1281781808,2018/08/05 19:05:55,836390960
1281781808,2018/08/05 19:21:33,837402672
1281781808,2018/08/04 12:33:58,837820464
1281781808,2018/08/05 19:03:01,840089752
1281781808,2018/08/04 12:33:58,842563816
1281781808,2018/08/05 19:21:38,1295106280
1273626856,2018/08/07 14:37:26,752443512
1273626856,2018/08/06 18:16:14,834355352
1273626856,2018/08/07 14:42:58,835354776
1273626856,2018/08/07 14:38:51,836911208
1273626856,2018/08/07 14:37:26,842350640
1273626856,2018/08/06 18:16:14,842563784
1273626856,2018/08/07 14:37:26,1291862040
1273626856,2018/08/07 14:42:59,1291866136
1273626856,2018/08/07 14:38:51,1296417000
1275576520,2018/08/07 14:39:04,752443512
1275576520,2018/08/06 18:16:14,834355352
1275576520,2018/08/07 14:43:23,835354776
1275576520,2018/08/07 14:39:58,836911208
1275576520,2018/08/07 14:39:04,842350640
1275576520,2018/08/06 18:16:14,842563784
1275576520,2018/08/07 14:43:24,1291075736
1275576520,2018/08/07 14:39:04,1291862040
1275576520,2018/08/07 14:39:58,1296417000
1272795176,2018/08/07 14:38:17,752443512
1272795176,2018/08/06 18:16:14,834355352
1272795176,2018/08/07 14:42:34,835354776
1272795176,2018/08/07 14:39:11,836911208
1272795176,2018/08/07 14:38:17,842350640
1272795176,2018/08/06 18:16:14,842563784
1272795176,2018/08/07 14:38:17,1291862040
1272795176,2018/08/07 14:42:35,1293521000
1272795176,2018/08/07 14:39:11,1296417000
1271259240,2018/08/07 14:36:41,752443512
1271259240,2018/08/06 18:16:14,834355352
1271259240,2018/08/07 14:40:56,835354776
1271259240,2018/08/07 14:37:35,836911208
1271259240,2018/08/07 14:36:41,842350640
1271259240,2018/08/06 18:16:14,842563784
1271259240,2018/08/07 14:40:57,1291857944
1271259240,2018/08/07 14:36:41,1291862040
1271259240,2018/08/07 14:37:35,1296417000
1273667600,2018/08/07 14:43:56,752443512
1273667600,2018/08/06 18:16:14,834355352
1273667600,2018/08/07 14:51:13,835354776
1273667600,2018/08/07 14:45:21,836911208
1273667600,2018/08/07 14:43:56,842350640
1273667600,2018/08/06 18:16:14,842563784
1273667600,2018/08/07 14:43:56,1291862040
1273667600,2018/08/07 14:51:14,1294315624
1273667600,2018/08/07 14:45:21,1296417000
751419592,2018/07/25 05:33:27,749551664
751419592,2018/07/25 05:33:27,749551664
751419592,2018/07/25 05:33:27,749551664
751419592,2018/07/25 05:33:27,749551664
751419592,2018/07/25 05:33:27,749551664
751419592,2018/07/25 05:33:27,749551664
838807744,2018/07/24 23:54:22,377032
838807744,2018/07/24 23:54:22,377032
838807744,2018/07/24 23:54:22,377032
838807744,2018/07/24 23:54:22,377032
838807744,2018/07/24 23:54:22,377032
839086200,2018/07/19 22:52:24,838303784
839086200,2018/07/19 22:52:24,838303784
839086200,2018/07/19 22:52:24,838303784
839086200,2018/07/19 22:52:24,838303784
839086200,2018/07/19 22:52:24,838303784
840261672,2018/07/18 22:49:53,836239384
840261672,2018/07/18 22:49:53,836239384
840261672,2018/07/18 22:49:53,836239384
840261672,2018/07/18 22:49:53,836239384
840261672,2018/07/18 22:49:53,836239384
840298544,2018/07/26 00:23:54,61592
840298544,2018/07/26 00:23:54,61592
840298544,2018/07/26 00:23:54,61592
840298544,2018/07/26 00:23:54,61592
840298544,2018/07/26 00:23:54,61592
841130184,2018/07/16 01:02:26,838189104
841130184,2018/07/16 01:02:26,838189104
841130184,2018/07/16 01:02:26,838189104
841130184,2018/07/16 01:02:26,838189104
841130184,2018/07/16 01:02:26,838189104
845172856,2018/07/24 23:05:45,842280976
845172856,2018/07/24 23:05:45,842280976
845172856,2018/07/24 23:05:45,842280976
845172856,2018/07/24 23:05:45,842280976
845172856,2018/07/24 23:05:45,842280976
1285648432,2018/08/01 14:36:48,1365819544
1285648432,2018/08/01 14:36:48,1365819544
1285648432,2018/08/01 14:36:48,1365819544
1285648432,2018/08/01 14:36:48,1365819544
1285648432,2018/08/01 14:36:48,1365819544
681738472,2018/07/25 22:35:58,838189104
681738472,2018/07/25 22:35:58,838189104
681738472,2018/07/25 22:35:58,838189104
682438776,2018/07/24 23:47:54,838308072
749461624,2018/07/24 04:31:57,747561152
749461624,2018/07/24 04:31:57,747561152
752627752,2018/07/25 05:33:43,749551664
752627752,2018/07/25 05:33:43,749551664
836390960,2018/07/19 22:52:24,838303784
836390960,2018/07/19 22:52:24,838303784
836390960,2018/07/19 22:52:24,838303784
837402672,2018/07/18 22:49:53,836239384
837402672,2018/07/18 22:49:53,836239384
840089752,2018/07/18 22:53:11,844517576
840089752,2018/07/18 22:53:11,844517576
840257576,2018/07/26 00:13:45,377032
840548504,2018/07/24 23:05:45,842280976
840548504,2018/07/24 23:05:45,842280976
746643504,2018/07/24 04:31:57,747561152
839213080,2018/07/24 23:47:54,838308072
840179944,2018/07/18 22:49:53,836239384
840589512,2018/07/26 00:13:45,377032
752443512,2018/07/31 07:22:02,749559856
752443512,2018/07/31 07:22:02,749559856
752443512,2018/07/31 07:22:02,749559856
752443512,2018/07/31 07:22:02,749559856
752443512,2018/07/31 07:22:02,749559856
752443512,2018/07/31 07:22:02,749559856
752443512,2018/07/31 07:22:02,749559856
752443512,2018/07/31 07:22:02,749559856
834355352,2018/07/22 12:08:55,159944
834355352,2018/07/22 12:08:55,159944
834355352,2018/07/22 12:08:55,159944
834355352,2018/07/22 12:08:55,159944
834355352,2018/07/22 12:08:55,159944
834355352,2018/07/22 12:08:55,159944
834355352,2018/07/22 12:08:55,159944
834355352,2018/07/22 12:08:55,159944
835354776,2018/07/12 22:54:36,836239384
835354776,2018/07/12 22:54:36,836239384
835354776,2018/07/12 22:54:36,836239384
835354776,2018/07/12 22:54:36,836239384
835354776,2018/07/12 22:54:36,836239384
835354776,2018/07/12 22:54:36,836239384
835354776,2018/07/12 22:54:36,836239384
835354776,2018/07/12 22:54:36,836239384
836911208,2018/07/18 22:44:51,838303784
836911208,2018/07/18 22:44:51,838303784
836911208,2018/07/18 22:44:51,838303784
836911208,2018/07/18 22:44:51,838303784
836911208,2018/07/18 22:44:51,838303784
836911208,2018/07/18 22:44:51,838303784
836911208,2018/07/18 22:44:51,838303784
836911208,2018/07/18 22:44:51,838303784
842350640,2018/07/24 23:05:45,842280976
842350640,2018/07/24 23:05:45,842280976
842350640,2018/07/24 23:05:45,842280976
842350640,2018/07/24 23:05:45,842280976
842350640,2018/07/24 23:05:45,842280976
842350640,2018/07/24 23:05:45,842280976
842350640,2018/07/24 23:05:45,842280976
842350640,2018/07/24 23:05:45,842280976
842563784,2018/07/22 12:00:38,61592
842563784,2018/07/22 12:00:38,61592
842563784,2018/07/22 12:00:38,61592
842563784,2018/07/22 12:00:38,61592
842563784,2018/07/22 12:00:38,61592
842563784,2018/07/22 12:00:38,61592
842563784,2018/07/22 12:00:38,61592
842563784,2018/07/22 12:00:38,61592
1294237744,2018/08/02 13:55:30,1371918568
1296417000,2018/08/04 05:21:05,1410347160
1296417000,2018/08/04 05:21:05,1410347160
1296417000,2018/08/04 05:21:05,1410347160
1296417000,2018/08/04 05:21:05,1410347160
1296417000,2018/08/04 05:21:05,1410347160
1296417000,2018/08/04 05:21:05,1410347160
1296417000,2018/08/04 05:21:05,1410347160
1296417000,2018/08/04 05:21:05,1410347160
1291862040,2018/08/02 13:55:30,1371918568
1291862040,2018/08/02 13:55:30,1371918568
1291862040,2018/08/02 13:55:30,1371918568
1291862040,2018/08/02 13:55:30,1371918568
1291862040,2018/08/02 13:55:30,1371918568
1291862040,2018/08/02 13:55:30,1371918568
1291862040,2018/08/02 13:55:30,1371918568
837820464,2018/07/26 00:13:45,377032
842563816,2018/07/24 23:47:54,838308072
======================================================================

Best regards,
Manabu

2020年11月26日木曜日 16:07:27 UTC+9 HadoopMarc:

Hi Manabu,

OK, I think for this graph structure your initial query is fine for getting the right output results. Still, to better understand the impact on the performance of using sack() you might want to split up your query during experimentation:
  1. g.V().has('serial',within('XXXXXX','YYYYYY')).inE('assembled').outV()
  2. g.V().has('serial',within('XXXXXX','YYYYYY')).as('a').in('assembled').inE('assembled').where(outV(), neq('a')).outV()            // query not tested

Note that I did not use the SimplePath() step, but because it probably precludes the bulking after adding appropriate sack() steps.
If you want others to step in for getting the sack() steps right, please provide the gremlin steps to create your sample graph and the query you have already tried with query output and profile() output.

Best wishes,      Marc


Op donderdag 26 november 2020 om 00:29:33 UTC+1 schreef Manabu Kotani:
Hi Marc,

Sorry, I forgot an attachment (Image of tree structure).

Relationships between vertices and edges are like below.
(Label:item, serial:A)<--[Label:assembled, work_date:2020-11-24]--(Label:item, serial:B)
(Label:item, serial:A)<--[Label:assembled, work_date:2020-11-25]--(Label:item, serial:C)  
(Label:item, serial:B)<--[Label:assembled, work_date:2020-11-23]--(Label:item, serial:D)    
(Label:item, serial:B)<--[Label:assembled, work_date:2020-11-22]--(Label:item, serial:E)      
(Label:item, serial:C)<--[Label:assembled, work_date:2020-11-21]--(Label:item, serial:E)        
(Label:item, serial:C)<--[Label:assembled, work_date:2020-11-20]--(Label:item, serial:F)          



Best regards,
Manabu

2020年11月25日水曜日 19:55:54 UTC+9 HadoopMarc:
Hi Manabu,

What edge are present between vertices A,B,C,D,E,F?

If there are only edges A-B, A-C, A-D, A-E, A-F, you do not need repeat().

Best wishes,    Marc


Op woensdag 25 november 2020 om 09:22:34 UTC+1 schreef Manabu Kotani:
Hi Marc,

Thank you for your quick reply.

Sorry for the lack of my explanation.
I have a graph like below. (There are 3 levels in this figure, but not necessarily 3 levels.)


When query by "A" for property "serial", then I would like to get results like these.
1. A, B, 2020-11-24
2. A, C, 2020-11-25
3. A, D, 2020-11-23
4. A, E, 2020-11-21
5. A, E, 2020-11-22
6. A, F, 2020-11-20

In this situation, how shoud I use until() step?

Sorry for my low comprehension, I've just started to learn Gremlin.

Best regards,
Manabu

2020年11月25日水曜日 15:46:35 UTC+9 HadoopMarc:
Hi Manabu,

repeat()/simplePath()/emit() can have valid uses, although normally you combine it with the times() or until() step to limit the number of repeats. The profile from your query suggests that the repeat step never takes effect, that is, each traversal takes only a single step from parent to child. The repeat step is not wrong in itself, but if it is not necessary you do not want it to be there if you do not know its impact on performance.

Best wishes,    Marc

Op dinsdag 24 november 2020 om 08:43:36 UTC+1 schreef Manabu Kotani:
Hi Marc,

Thank you for your reply.

I'm reading ref docs that you referred about sack()/barrier(). But, I've not able to understand yet.

One question.
What means this you advised? repeat()/simplePath()/emit() steps should not be used?

  • in the current traversal the repeat(), simplePath() and emit() steps have no effect if the children do not assemble children themselves. So you can leave these steps out for clarity and to be sure that they do not influence the janusgraph execution plan
Best regards,
Manabu

2020年11月21日土曜日 20:13:28 UTC+9 HadoopMarc:
Hi Manabu,

Without knowing if the considerations below will really help, you may try the following:
Best wishes,    Marc

Op donderdag 19 november 2020 om 02:37:48 UTC+1 schreef Manabu Kotani:
Hi All,

I'm testing traversal query performance.
My query (please see below) takes about 1.8sec.

Is there solution for improve performance (faster than 1.8sec)?
I hope that takes less than 500ms.

1.Environment:
JanusGraph (0.5.2) + Cassandra (3.11.0) on Docker Desktop (Windows)

2.Schema:
------------------------------------------------------------------------------------------------
Vertex Label Name              | Partitioned | Static                                             |
---------------------------------------------------------------------------------------------------
item                           | false       | false                                              |
---------------------------------------------------------------------------------------------------
Edge Label Name                | Directed    | Unidirected | Multiplicity                         |
---------------------------------------------------------------------------------------------------
assembled                      | true        | false       | MULTI                                |
---------------------------------------------------------------------------------------------------
Property Key Name              | Cardinality | Data Type                                          |
---------------------------------------------------------------------------------------------------
serial                         | SINGLE      | class java.lang.String                             |
work_date                      | SINGLE      | class java.util.Date                               |
---------------------------------------------------------------------------------------------------
Vertex Index Name              | Type        | Unique    | Backing        | Key:           Status |
---------------------------------------------------------------------------------------------------
bySerial                       | Composite   | false     | internalindex  | serial:       ENABLED |
---------------------------------------------------------------------------------------------------
Edge Index (VCI) Name          | Type        | Unique    | Backing        | Key:           Status |
---------------------------------------------------------------------------------------------------
byWorkDate                     | Composite   | false     | internalindex  | work_date:    ENABLED |
---------------------------------------------------------------------------------------------------
Relation Index                 | Type        | Direction | Sort Key       | Order    |     Status |
---------------------------------------------------------------------------------------------------
---------------------------------------------------------------------------------------------------
-----------------------------------------------------------------------------------------------------------  

3.Query:
g.V().has('serial',within('XXXXXX','YYYYYY',....<- 100 search keys).as('a')
.repeat(inE('assembled').as('b').outV().as('c').simplePath())
.emit()
.select('a').values('serial').as('parent')
.select('b').values('work_date').as('work_date')
.select('c').values('serial').as('child')
.select('parent','child','work_date')
.order().by('parent').by('child').by('work_date')
----------------------------------------------------------------------------------------------------------- 
 
4.Query Profile:
==>Traversal Metrics
Step                                                               Count  Traversers       Time (ms)    % Dur
=============================================================================================================
JanusGraphStep([],[serial.within([XXXXXX...                   100         100         159.582     8.89
    \_condition=((serial = XXXXXX OR serial = YYYYYY OR .... <- 100 search keys))
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=multiKSQ[100]@2000
    \_index=bySerial
  optimization                                                                                 0.018
  optimization                                                                                 6.744
  backend-query                                                      100                    1074.225
    \_query=bySerial:multiKSQ[100]@2000
    \_limit=2000
RepeatStep([JanusGraphVertexStep(IN,[assembled]...                 20669       20669         857.001    47.74
  JanusGraphVertexStep(IN,[assembled],edge)@[b]                    20669       20669         633.529
    \_condition=type[assembled]
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    \_multi=true
    \_vertices=204
    optimization                                                                               0.477
    backend-query                                                    228                       2.076
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.150
    backend-query                                                      0                      43.366
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.093
    backend-query                                                    229                       1.978
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.107
    backend-query                                                      0                      32.738
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.111
    backend-query                                                    229                       1.577
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.107
    backend-query                                                      0                      17.827
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.085
    backend-query                                                    229                       1.517
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.108
    backend-query                                                      0                       5.729
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.071
    backend-query                                                    228                       1.993
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.083
    backend-query                                                      0                       3.335
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.150
    backend-query                                                    229                       1.890
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.137
    backend-query                                                      0                      32.593
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.110
    backend-query                                                    229                       2.253
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.069
    backend-query                                                    230                       1.624
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                      0                      12.797
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.116
    backend-query                                                    229                       1.579
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.090
    backend-query                                                      0                       5.764
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.107
    backend-query                                                    229                       1.651
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.134
    backend-query                                                      0                      22.327
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.074
    backend-query                                                    229                       1.756
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.075
    backend-query                                                      0                      11.145
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.069
    backend-query                                                    229                       1.947
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.086
    backend-query                                                      0                       3.727
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.100
    backend-query                                                    116                       1.492
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.085
    backend-query                                                      0                      27.159
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.132
    backend-query                                                    229                       1.524
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.100
    backend-query                                                      0                       7.173
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.075
    backend-query                                                    230                       1.880
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.114
    backend-query                                                      0                       3.696
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.085
    backend-query                                                    228                       1.645
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.143
    backend-query                                                      0                       2.924
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.105
    backend-query                                                    229                       2.010
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.316
    backend-query                                                      0                       3.806
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.095
    backend-query                                                    230                       1.854
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.185
    backend-query                                                    229                       1.936
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.099
    backend-query                                                      0                       2.135
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                    231                       1.479
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.067
    backend-query                                                      0                       5.907
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.069
    backend-query                                                      1                       1.129
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.109
    backend-query                                                      0                       1.069
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.082
    backend-query                                                    231                       1.245
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.072
    backend-query                                                      0                       1.175
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.064
    backend-query                                                    229                       1.308
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.078
    backend-query                                                      0                       7.058
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.145
    backend-query                                                    231                       1.655
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.115
    backend-query                                                      0                       3.946
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.067
    backend-query                                                    117                       1.231
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.063
    backend-query                                                      0                      11.856
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.065
    backend-query                                                    230                       1.606
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.072
    backend-query                                                      0                       6.973
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                    229                       1.445
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.088
    backend-query                                                    230                       1.836
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.098
    backend-query                                                      0                       2.552
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.088
    backend-query                                                    116                       1.450
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.060
    backend-query                                                      0                       4.072
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.062
    backend-query                                                    229                       1.421
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.058
    backend-query                                                      0                       2.342
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.058
    backend-query                                                    229                       0.999
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                      0                       1.847
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.063
    backend-query                                                    229                       1.171
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.064
    backend-query                                                      0                       0.999
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.051
    backend-query                                                    228                       0.991
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                      0                       2.107
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.215
    backend-query                                                    116                       1.678
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.069
    backend-query                                                    229                       1.578
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.081
    backend-query                                                      0                       3.649
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.096
    backend-query                                                    229                       1.619
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.066
    backend-query                                                    228                       1.549
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                    116                       1.610
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.154
    backend-query                                                    228                       1.746
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.092
    backend-query                                                      0                       2.958
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.093
    backend-query                                                    232                       1.698
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.143
    backend-query                                                    229                       1.719
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.081
    backend-query                                                      0                       2.809
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.065
    backend-query                                                    229                       1.410
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.082
    backend-query                                                    229                       1.458
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.109
    backend-query                                                    228                       1.651
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.066
    backend-query                                                    228                       1.417
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.111
    backend-query                                                    117                       1.536
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.188
    backend-query                                                      0                       1.660
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.132
    backend-query                                                    229                       2.361
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.110
    backend-query                                                      0                       2.384
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.140
    backend-query                                                    229                       1.680
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.067
    backend-query                                                    230                       1.342
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                      0                       3.129
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.118
    backend-query                                                    231                       1.397
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.169
    backend-query                                                      0                       5.665
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.114
    backend-query                                                    116                       1.780
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.128
    backend-query                                                      0                       2.316
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.108
    backend-query                                                    229                       1.521
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.083
    backend-query                                                    231                       1.508
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.074
    backend-query                                                      0                       2.327
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.092
    backend-query                                                    116                       1.509
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.285
    backend-query                                                      0                       2.007
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.079
    backend-query                                                    116                       1.245
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.134
    backend-query                                                    230                       1.521
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.092
    backend-query                                                      1                       1.278
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.064
    backend-query                                                      0                       1.104
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.076
    backend-query                                                    231                       1.287
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.079
    backend-query                                                    229                       1.768
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.098
    backend-query                                                      0                       2.570
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.110
    backend-query                                                    116                       1.489
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.061
    backend-query                                                      0                       1.756
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.055
    backend-query                                                    229                       1.133
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.060
    backend-query                                                    116                       1.241
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.056
    backend-query                                                      0                       2.435
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.056
    backend-query                                                    228                       1.099
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.061
    backend-query                                                      0                       1.017
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.080
    backend-query                                                    229                       1.217
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.065
    backend-query                                                    230                       1.448
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.065
    backend-query                                                    229                       1.546
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.079
    backend-query                                                    230                       1.955
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.165
    backend-query                                                      0                       3.284
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.102
    backend-query                                                    229                       1.936
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.081
    backend-query                                                      0                       4.640
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.072
    backend-query                                                    229                       1.384
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.062
    backend-query                                                      0                       2.224
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.088
    backend-query                                                    116                       1.419
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.069
    backend-query                                                      0                       2.289
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                    231                       1.474
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.071
    backend-query                                                    229                       1.646
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.072
    backend-query                                                      0                       1.408
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.068
    backend-query                                                    230                       1.974
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.090
    backend-query                                                    229                       1.923
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.151
    backend-query                                                    230                       2.211
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.074
    backend-query                                                    230                       1.234
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.059
    backend-query                                                      0                       1.695
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.125
    backend-query                                                    230                       1.199
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.064
    backend-query                                                      0                       1.089
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.057
    backend-query                                                    116                       1.807
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.085
    backend-query                                                      0                       1.299
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.074
    backend-query                                                    228                       1.397
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.081
    backend-query                                                    228                       1.776
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.079
    backend-query                                                      0                       1.980
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.101
    backend-query                                                    229                       1.571
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                    231                       1.483
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.064
    backend-query                                                      0                       2.260
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.060
    backend-query                                                    230                       1.471
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.070
    backend-query                                                    232                       1.305
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.060
    backend-query                                                    229                       1.246
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.063
    backend-query                                                    229                       1.093
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.053
    backend-query                                                    229                       1.420
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.062
    backend-query                                                    226                       1.596
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.145
    backend-query                                                      0                       2.730
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.059
    backend-query                                                    229                       1.550
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.076
    backend-query                                                    231                       1.622
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.058
    backend-query                                                    117                       1.224
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.108
    backend-query                                                      0                       2.025
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.062
    backend-query                                                    230                       1.251
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.058
    backend-query                                                    230                       1.223
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.068
    backend-query                                                    116                       1.224
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.051
    backend-query                                                      0                       0.937
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.045
    backend-query                                                    116                       1.597
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.058
    backend-query                                                    228                       1.595
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.063
    backend-query                                                      0                       3.238
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.058
    backend-query                                                    229                       1.573
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.078
    backend-query                                                    231                       1.894
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.092
    backend-query                                                    230                       1.717
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
    optimization                                                                               0.061
    backend-query                                                    231                       1.302
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d
  EdgeVertexStep(OUT)@[c]                                          20669       20669          39.223
  PathFilterStep(simple)                                           20669       20669          44.905
  JanusGraphMultiQueryStep(RepeatEndStep)                          20669       20669          65.528
  RepeatEndStep                                                    20669       20669          39.443
SelectOneStep(last,a)                                              20669       20669          44.574     2.48
JanusGraphPropertiesStep([serial],value)@[parent]                  20669       20669          92.515     5.15
    \_condition=type[serial]
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d
    \_multi=true
    \_vertices=100
  optimization                                                                                 0.090
  backend-query                                                      100                      12.807
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d
SelectOneStep(last,b)                                              20669       20669          41.753     2.33
JanusGraphPropertiesStep([work_date],value)@[wo...                 20669       20669          98.648     5.50
SelectOneStep(last,c)                                              20669       20669          41.674     2.32
JanusGraphPropertiesStep([serial],value)@[child]                   20669       20669         246.094    13.71
    \_condition=type[serial]
    \_orders=[]
    \_isFitted=true
    \_isOrdered=true
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d
    \_multi=true
    \_vertices=1392
  optimization                                                                                 0.060
  backend-query                                                     1392                     136.281
    \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d
SelectStep(last,[parent, child, work_date])                        20669       20669          49.139     2.74
OrderGlobalStep([[value(parent), asc], [value(c...                 20669       20669         164.034     9.14
                                            >TOTAL                     -           -        1795.018        -
-----------------------------------------------------------------------------------------------------------

Sorry for my poor English.
Thanks,
Manabu


Re: Running OLAP on HBase with SparkGraphComputer fails with Error Container killed by YARN for exceeding memory limits

HadoopMarc <bi...@...>
 

Hi Roy,

As I mentioned, I did not keep up with possibly new janusgraph-hbase features. From the HBase source, I see that HBase now has a "hbase.mapreduce.tableinput.mappers.per.region" config parameter.

https://github.com/apache/hbase/blob/rel/2.1.9/hbase-mapreduce/src/main/java/org/apache/hadoop/hbase/mapreduce/TableInputFormatBase.java

It should not be too difficult to adapt the janusgraph HBaseInputFormat to leverage this feature (or maybe it even works without change???).

Best wishes,

Marc

Op dinsdag 8 december 2020 om 04:21:19 UTC+1 schreef Roy Yu:

you seem to run on cloud infra that reduces your requested 40 Gb to 33 Gb (see https://databricks.com/session_na20/running-apache-spark-on-kubernetes-best-practices-and-pitfalls). Fact of life. 
---------------------
Sorry Marc I misled you. Error Message was generated when I set spark.executor.memory to 30G, when it failed, I increased spark.executor.memory  to 40G, it failed either. I felt desperate and come here to ask for help
On Tuesday, December 8, 2020 at 10:35:19 AM UTC+8 Roy Yu wrote:
Hi Marc

Thanks for your immediate response.
I've tried to set spark.yarn.executor.memoryOverhead=10G and re-run the task, and it stilled failed. From the spark task UI, I saw 80% of processing time is Full GC time. As you said, 2.6GB(GZ compressed) exploding is  my root cause. Now I'm trying to reduce my region size to 1GB, if that will still fail, I'm gonna config the hbase hfile not using compressed format.
This was my first time running janusgraph OLAP, and I think this is a common promblom, as HBase region size 2.6GB(compressed) is not large, 20GB is very common in our production. If the community dose not solve the promblem, the Janusgraph HBase based OLAP solution cannot be adopted by other companies either.

On Tuesday, December 8, 2020 at 12:40:40 AM UTC+8 HadoopMarc wrote:
Hi Roy,

There seem to be three things bothering you here:
  1. you did not specify spark.yarn.executor.memoryOverhead, as the exception message says. Easily solved.
  2. you seem to run on cloud infra that reduces your requested 40 Gb to 33 Gb (see https://databricks.com/session_na20/running-apache-spark-on-kubernetes-best-practices-and-pitfalls). Fact of life.
  3. the janusgraph HBaseInputFormat use sentire HBase regions as hadoop partitions, which are fed into spark tasks. The 2.6Gb region size is for compressed binary data which explodes when expanded into java objects. This is your real problem.
I did not follow the latest status of janusgraph-hbase features for the HBaseInputFormat, but you have to somehow use spark with smaller partitions than an entire HBase region.
A long time ago, I had success with skipping the HBaseInputFormat and have spark executors connect to JanusGraph themselves. That is not a quick solution, though.

Best wishes,

Marc

Op maandag 7 december 2020 om 14:10:55 UTC+1 schreef Roy Yu:
Error message:
ExecutorLostFailure (executor 1 exited caused by one of the running tasks) Reason: Container killed by YARN for exceeding memory limits. 33.1 GB of 33 GB physical memory used. Consider boosting spark.yarn.executor.memoryOverhead or disabling yarn.nodemanager.vmem-check-enabled because of YARN-4714. 

 graph conifg:
spark.executor.extraJavaOptions=-XX:+UseG1GC -XX:MaxGCPauseMillis=500 -verbose:gc -XX:+PrintGCDetails -XX:+PrintGCDateStamps -Xloggc:/mnt/data_1/log/spark2/gc-spark%p.log
spark.executor.cores=1
spark.executor.memory=40960m
spark.executor.instances=3

Region info:
hdfs dfs -du -h /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc
67     134    /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/.regioninfo
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/.tmp
2.6 G  5.1 G  /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/e
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/f
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/g
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/h
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/i
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/l
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/m
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/recovered.edits
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/s
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/t
root@~$

Anybody who can help me?


Re: Running OLAP on HBase with SparkGraphComputer fails with Error Container killed by YARN for exceeding memory limits

Roy Yu <7604...@...>
 

you seem to run on cloud infra that reduces your requested 40 Gb to 33 Gb (see https://databricks.com/session_na20/running-apache-spark-on-kubernetes-best-practices-and-pitfalls). Fact of life. 
---------------------
Sorry Marc I misled you. Error Message was generated when I set spark.executor.memory to 30G, when it failed, I increased spark.executor.memory  to 40G, it failed either. I felt desperate and come here to ask for help

On Tuesday, December 8, 2020 at 10:35:19 AM UTC+8 Roy Yu wrote:
Hi Marc

Thanks for your immediate response.
I've tried to set spark.yarn.executor.memoryOverhead=10G and re-run the task, and it stilled failed. From the spark task UI, I saw 80% of processing time is Full GC time. As you said, 2.6GB(GZ compressed) exploding is  my root cause. Now I'm trying to reduce my region size to 1GB, if that will still fail, I'm gonna config the hbase hfile not using compressed format.
This was my first time running janusgraph OLAP, and I think this is a common promblom, as HBase region size 2.6GB(compressed) is not large, 20GB is very common in our production. If the community dose not solve the promblem, the Janusgraph HBase based OLAP solution cannot be adopted by other companies either.

On Tuesday, December 8, 2020 at 12:40:40 AM UTC+8 HadoopMarc wrote:
Hi Roy,

There seem to be three things bothering you here:
  1. you did not specify spark.yarn.executor.memoryOverhead, as the exception message says. Easily solved.
  2. you seem to run on cloud infra that reduces your requested 40 Gb to 33 Gb (see https://databricks.com/session_na20/running-apache-spark-on-kubernetes-best-practices-and-pitfalls). Fact of life.
  3. the janusgraph HBaseInputFormat use sentire HBase regions as hadoop partitions, which are fed into spark tasks. The 2.6Gb region size is for compressed binary data which explodes when expanded into java objects. This is your real problem.
I did not follow the latest status of janusgraph-hbase features for the HBaseInputFormat, but you have to somehow use spark with smaller partitions than an entire HBase region.
A long time ago, I had success with skipping the HBaseInputFormat and have spark executors connect to JanusGraph themselves. That is not a quick solution, though.

Best wishes,

Marc

Op maandag 7 december 2020 om 14:10:55 UTC+1 schreef Roy Yu:
Error message:
ExecutorLostFailure (executor 1 exited caused by one of the running tasks) Reason: Container killed by YARN for exceeding memory limits. 33.1 GB of 33 GB physical memory used. Consider boosting spark.yarn.executor.memoryOverhead or disabling yarn.nodemanager.vmem-check-enabled because of YARN-4714. 

 graph conifg:
spark.executor.extraJavaOptions=-XX:+UseG1GC -XX:MaxGCPauseMillis=500 -verbose:gc -XX:+PrintGCDetails -XX:+PrintGCDateStamps -Xloggc:/mnt/data_1/log/spark2/gc-spark%p.log
spark.executor.cores=1
spark.executor.memory=40960m
spark.executor.instances=3

Region info:
hdfs dfs -du -h /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc
67     134    /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/.regioninfo
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/.tmp
2.6 G  5.1 G  /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/e
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/f
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/g
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/h
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/i
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/l
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/m
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/recovered.edits
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/s
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/t
root@~$

Anybody who can help me?


Re: Running OLAP on HBase with SparkGraphComputer fails with Error Container killed by YARN for exceeding memory limits

Roy Yu <7604...@...>
 

Hi Marc

Thanks for your immediate response.
I've tried to set spark.yarn.executor.memoryOverhead=10G and re-run the task, and it stilled failed. From the spark task UI, I saw 80% of processing time is Full GC time. As you said, 2.6GB(GZ compressed) exploding is  my root cause. Now I'm trying to reduce my region size to 1GB, if that will still fail, I'm gonna config the hbase hfile not using compressed format.
This was my first time running janusgraph OLAP, and I think this is a common promblom, as HBase region size 2.6GB(compressed) is not large, 20GB is very common in our production. If the community dose not solve the promblem, the Janusgraph HBase based OLAP solution cannot be adopted by other companies either.

On Tuesday, December 8, 2020 at 12:40:40 AM UTC+8 HadoopMarc wrote:
Hi Roy,

There seem to be three things bothering you here:
  1. you did not specify spark.yarn.executor.memoryOverhead, as the exception message says. Easily solved.
  2. you seem to run on cloud infra that reduces your requested 40 Gb to 33 Gb (see https://databricks.com/session_na20/running-apache-spark-on-kubernetes-best-practices-and-pitfalls). Fact of life.
  3. the janusgraph HBaseInputFormat use sentire HBase regions as hadoop partitions, which are fed into spark tasks. The 2.6Gb region size is for compressed binary data which explodes when expanded into java objects. This is your real problem.
I did not follow the latest status of janusgraph-hbase features for the HBaseInputFormat, but you have to somehow use spark with smaller partitions than an entire HBase region.
A long time ago, I had success with skipping the HBaseInputFormat and have spark executors connect to JanusGraph themselves. That is not a quick solution, though.

Best wishes,

Marc

Op maandag 7 december 2020 om 14:10:55 UTC+1 schreef Roy Yu:
Error message:
ExecutorLostFailure (executor 1 exited caused by one of the running tasks) Reason: Container killed by YARN for exceeding memory limits. 33.1 GB of 33 GB physical memory used. Consider boosting spark.yarn.executor.memoryOverhead or disabling yarn.nodemanager.vmem-check-enabled because of YARN-4714. 

 graph conifg:
spark.executor.extraJavaOptions=-XX:+UseG1GC -XX:MaxGCPauseMillis=500 -verbose:gc -XX:+PrintGCDetails -XX:+PrintGCDateStamps -Xloggc:/mnt/data_1/log/spark2/gc-spark%p.log
spark.executor.cores=1
spark.executor.memory=40960m
spark.executor.instances=3

Region info:
hdfs dfs -du -h /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc
67     134    /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/.regioninfo
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/.tmp
2.6 G  5.1 G  /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/e
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/f
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/g
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/h
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/i
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/l
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/m
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/recovered.edits
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/s
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/t
root@~$

Anybody who can help me?


ERROR: Could not commit transaction due to exception during persistence

Gaurav Sehgal <gaurav.s...@...>
 

```
Caused by: java.lang.IllegalArgumentException: Multiple entries with same key: Completeness_metric.Status=org.janusgraph.diskstorage.indexing.StandardKeyInformation@6bf65470 and Completeness_metric.Status=org.janusgraph.diskstorage.indexing.StandardKeyInformation@75c435b8
at com.google.common.collect.ImmutableMap.conflictException(ImmutableMap.java:215)
at com.google.common.collect.ImmutableMap.checkNoConflict(ImmutableMap.java:209)
at com.google.common.collect.RegularImmutableMap.checkNoConflictInKeyBucket(RegularImmutableMap.java:147)
at com.google.common.collect.RegularImmutableMap.fromEntryArray(RegularImmutableMap.java:110)
at com.google.common.collect.ImmutableMap$Builder.build(ImmutableMap.java:393)
at org.janusgraph.graphdb.database.IndexSerializer$IndexInfoRetriever$1.get(IndexSerializer.java:165)
at org.janusgraph.diskstorage.indexing.IndexTransaction.getIndexMutation(IndexTransaction.java:82)
at org.janusgraph.diskstorage.indexing.IndexTransaction.delete(IndexTransaction.java:75)
at org.janusgraph.graphdb.database.StandardJanusGraph.prepareCommit(StandardJanusGraph.java:649)
at org.janusgraph.graphdb.database.StandardJanusGraph.commit(StandardJanusGraph.java:731)
at org.janusgraph.graphdb.transaction.StandardJanusGraphTx.commit(StandardJanusGraphTx.java:1425)
```

Hello Everyone! We are getting this error consistently on our production instance. At first, we thought it was something related to concurrent transactions but looks like it is not as we are unable to reproduce this. Now we are not really sure what could be the other possible situations where this error could arise. Really appreciate someone's help here.

Janusgraph: v0.5.1
ES: v7.6.2
Cassandra: v3.11.0

Thanks


Re: Running OLAP on HBase with SparkGraphComputer fails with Error Container killed by YARN for exceeding memory limits

HadoopMarc <bi...@...>
 

Hi Roy,

There seem to be three things bothering you here:
  1. you did not specify spark.yarn.executor.memoryOverhead, as the exception message says. Easily solved.
  2. you seem to run on cloud infra that reduces your requested 40 Gb to 33 Gb (see https://databricks.com/session_na20/running-apache-spark-on-kubernetes-best-practices-and-pitfalls). Fact of life.
  3. the janusgraph HBaseInputFormat use sentire HBase regions as hadoop partitions, which are fed into spark tasks. The 2.6Gb region size is for compressed binary data which explodes when expanded into java objects. This is your real problem.
I did not follow the latest status of janusgraph-hbase features for the HBaseInputFormat, but you have to somehow use spark with smaller partitions than an entire HBase region.
A long time ago, I had success with skipping the HBaseInputFormat and have spark executors connect to JanusGraph themselves. That is not a quick solution, though.

Best wishes,

Marc

Op maandag 7 december 2020 om 14:10:55 UTC+1 schreef Roy Yu:

Error message:
ExecutorLostFailure (executor 1 exited caused by one of the running tasks) Reason: Container killed by YARN for exceeding memory limits. 33.1 GB of 33 GB physical memory used. Consider boosting spark.yarn.executor.memoryOverhead or disabling yarn.nodemanager.vmem-check-enabled because of YARN-4714. 

 graph conifg:
spark.executor.extraJavaOptions=-XX:+UseG1GC -XX:MaxGCPauseMillis=500 -verbose:gc -XX:+PrintGCDetails -XX:+PrintGCDateStamps -Xloggc:/mnt/data_1/log/spark2/gc-spark%p.log
spark.executor.cores=1
spark.executor.memory=40960m
spark.executor.instances=3

Region info:
hdfs dfs -du -h /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc
67     134    /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/.regioninfo
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/.tmp
2.6 G  5.1 G  /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/e
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/f
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/g
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/h
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/i
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/l
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/m
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/recovered.edits
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/s
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/t
root@~$

Anybody who can help me?


Running OLAP on HBase with SparkGraphComputer fails with Error Container killed by YARN for exceeding memory limits

Roy Yu <7604...@...>
 

Error message:
ExecutorLostFailure (executor 1 exited caused by one of the running tasks) Reason: Container killed by YARN for exceeding memory limits. 33.1 GB of 33 GB physical memory used. Consider boosting spark.yarn.executor.memoryOverhead or disabling yarn.nodemanager.vmem-check-enabled because of YARN-4714. 

 graph conifg:
spark.executor.extraJavaOptions=-XX:+UseG1GC -XX:MaxGCPauseMillis=500 -verbose:gc -XX:+PrintGCDetails -XX:+PrintGCDateStamps -Xloggc:/mnt/data_1/log/spark2/gc-spark%p.log
spark.executor.cores=1
spark.executor.memory=40960m
spark.executor.instances=3

Region info:
hdfs dfs -du -h /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc
67     134    /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/.regioninfo
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/.tmp
2.6 G  5.1 G  /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/e
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/f
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/g
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/h
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/i
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/l
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/m
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/recovered.edits
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/s
0      0      /apps/hbase/data/data/default/ky415/f069fafb3ee51d6a2e5bc2377b468bcc/t
root@~$

Anybody who can help me?


Re: Running OLAP on HBase with SparkGraphComputer fails on shuffle/Pregel message pass

Roy Yu <7604...@...>
 

I have the same promblem, have you ever solved it?


On Wednesday, May 30, 2018 at 5:30:14 PM UTC+8 yevg...@... wrote:
Hello.

Recently we faced an issue with running PageRank on HBase: for comparison purposes we loaded our graph from Cassandra to the HBase deployment of the same size and unlike on Cassandra - all attempts to run page rank on that graph fail with initial cause pointing to the SparkExecutor line 165 in spark-gremlin:

viewOutgoingRDD.flatMapToPair(messageFunction).reduceByKey(graphRDD.partitioner().get(), reducerFunction) :

It always happens with the message in logs that container requested more memory that allowed by its configuration, like:

Reason: Container killed by YARN for exceeding memory limits. 43.0 GB of 42 GB physical memory used.

According to logs error consistently seems to occur on the first message pass phase of vertex program - right after the initial iteration.

Here is one of configurations we tried to run OLAP on HBase, with the same Spark related properties we use to perform queries on Cassandra:

gremlin.hadoop.defaultGraphComputer=org.apache.tinkerpop.gremlin.spark.process.computer.SparkGraphComputer

storage
.backend=hbase
storage
.hbase.snapshot-name=jsnapshot

#
# Hadoop Graph Configuration
#
gremlin
.graph=org.apache.tinkerpop.gremlin.hadoop.structure.HadoopGraph
gremlin
.hadoop.graphReader=org.janusgraph.hadoop.formats.hbase.HBaseSnapshotInputFormat
gremlin
.hadoop.graphWriter=org.apache.tinkerpop.gremlin.hadoop.structure.io.gryo.GryoOutputFormat

gremlin
.hadoop.jarsInDistributedCache=true
gremlin
.hadoop.inputLocation=none
gremlin
.hadoop.outputLocation=output

#
# JanusGraph HBase InputFormat configuration
#
janusgraphmr
.ioformat.conf.storage.backend=hbase
janusgraphmr
.ioformat.conf.storage.hbase.table=janusgraph

#
# Spark Configuration
#
spark
.master=yarn
spark
.deploy.mode=cluster
spark
.executor.memory=12g
spark
.driver.memory=2g
spark
.executor.cores=4
spark
.executor.instances=12
spark
.serializer=org.apache.spark.serializer.KryoSerializer

We tried to increase memory per executor as much as we can and tweaking gremlin.spark.graphStorageLevel without any success.

Did anybody experience similar issues with running on SparkGraphComputer with HBaseInputFormat/HBaseSnapshotInputFormat or probably on other backends?

Best regards,
Evgeniy Ignatiev.



Re: Not sure if vertex centric index is being used

chrism <cmil...@...>
 

I have the same question. Anyone able to offer some light on this issue.
There is (as usually) certain way of constructing Gremlin Query to get local index used,
but there is not way to know it is used or not, making such effort rather a guess and trying to rely on speed improvements.


On Wednesday, October 10, 2018 at 8:53:36 PM UTC+11 m...@... wrote:
It does say  isFitted=true in the pfofile output but it doesn't mention the relation Index name like it does in case of composite indexes.
Is it that for vertex centric indexes index name is not displayed in profile output? Is this a bug?

gremlin> g.V().has('project', 'projectId', 138).outE('hasHouseUnit').has('hasHouseUnitBlock', 'C').profile()
==>Traversal Metrics
Step                                                               Count  Traversers       Time (ms)    % Dur
=============================================================================================================
JanusGraphStep([],[~label.eq(project), projectI...                     1           1           0.641    37.98
   
\_condition=(~label = project AND projectId = 138)
   
\_isFitted=false
   
\_query=multiKSQ[1]@2147483647
   
\_index=byProjectIdComposite
   
\_orders=[]
   
\_isOrdered=true
  optimization                                                                                
0.021
  optimization                                                                                
0.212
JanusGraphVertexStep([hasHouseUnitBlock.eq(C)])                      679         679           1.048    62.02
   
\_condition=(hasHouseUnitBlock = C AND type[hasHouseUnit])
   
\_isFitted=true
   
\_vertices=1
   
\_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@85318457
   
\_orders=[]
   
\_isOrdered=true
  optimization                                                                                
0.074
                                           
>TOTAL                     -           -           1.690        -




Re: Janusgraph Hadoop Spark standalone cluster - Janusgraph job always creates constant number 513 of Spark tasks

HadoopMarc <bi...@...>
 

Hi Varun,

Not a solution, but someone in the thread below explained the 257 magic number for OLAP on a Cassandra cluster:
https://groups.google.com/g/janusgraph-users/c/IdrRyIefihY

Marc


Op vrijdag 4 december 2020 om 20:48:28 UTC+1 schreef Varun Ganesh:

Hi,

I am facing this same issue. I am using SparkGraphComputer to read from Janusgraph backed by cassandra. `g.V().count()` takes about 3 minutes to load just two rows that I have in the graph.

I see that about 257 tasks are created. In my case, I am seeing parallelism in the spark cluster that I am using but each task seems to take about ~5 seconds on average and there is no obvious reason why.

(I can attach a page from the Spark UI and also the properties file I am using, but I am unable to find the option to)

Would appreciate any input on solving this. Thank you!

Varun

On Friday, December 6, 2019 at 5:04:55 AM UTC-5 s...@... wrote:
Hi Dimitar,

I'm experiencing the same problem of having some seemingly uncontrollable static number of Spark task - did you ever figure out how to fix this?

Thanks,
Sture


On Friday, October 18, 2019 at 4:19:19 PM UTC+2, dim...@... wrote:
Hello,

I have setup Janusgraph 0.4.0 with Hadoop 2.9.0 and Spark 2.4.4 in a K8s cluster.
I connect to Janusgraph from gremlin console and execute: 
gremlin> og
==>graphtraversalsource[hadoopgraph[cassandra3inputformat->gryooutputformat], sparkgraphcomputer]
gremlin> g.V().count()
==>1889

It takes 25min to do the count! The same time took when there were no vertices - e.g. -> 0.  Spark job shows that there were 513 tasks run! Number of task is always constant 513 no matter of the number of vertices.
I have set "spark.sql.shuffle.partitions=4" at spark job's environment, but again the number of Spark tasks was 513! My assumption is that Janusgraph somehow specifies this number of tasks when submits the job to Spark.
The questions are:
- Why Janusgraph job submitted to Spark is always palatalized to 513 tasks? 
- How to manage the number of tasks which are created for a Janusgrap job? 
- How to minimize the execution time of OLAP query for this small graph (OLTP query takes less than a second to execute)?

Thanks,
Dimitar


Re: Janusgraph Hadoop Spark standalone cluster - Janusgraph job always creates constant number 513 of Spark tasks

Varun Ganesh <operatio...@...>
 

Hi,

I am facing this same issue. I am using SparkGraphComputer to read from Janusgraph backed by cassandra. `g.V().count()` takes about 3 minutes to load just two rows that I have in the graph.

I see that about 257 tasks are created. In my case, I am seeing parallelism in the spark cluster that I am using but each task seems to take about ~5 seconds on average and there is no obvious reason why.

(I can attach a page from the Spark UI and also the properties file I am using, but I am unable to find the option to)

Would appreciate any input on solving this. Thank you!

Varun

On Friday, December 6, 2019 at 5:04:55 AM UTC-5 s...@... wrote:
Hi Dimitar,

I'm experiencing the same problem of having some seemingly uncontrollable static number of Spark task - did you ever figure out how to fix this?

Thanks,
Sture


On Friday, October 18, 2019 at 4:19:19 PM UTC+2, dim...@... wrote:
Hello,

I have setup Janusgraph 0.4.0 with Hadoop 2.9.0 and Spark 2.4.4 in a K8s cluster.
I connect to Janusgraph from gremlin console and execute: 
gremlin> og
==>graphtraversalsource[hadoopgraph[cassandra3inputformat->gryooutputformat], sparkgraphcomputer]
gremlin> g.V().count()
==>1889

It takes 25min to do the count! The same time took when there were no vertices - e.g. -> 0.  Spark job shows that there were 513 tasks run! Number of task is always constant 513 no matter of the number of vertices.
I have set "spark.sql.shuffle.partitions=4" at spark job's environment, but again the number of Spark tasks was 513! My assumption is that Janusgraph somehow specifies this number of tasks when submits the job to Spark.
The questions are:
- Why Janusgraph job submitted to Spark is always palatalized to 513 tasks? 
- How to manage the number of tasks which are created for a Janusgrap job? 
- How to minimize the execution time of OLAP query for this small graph (OLTP query takes less than a second to execute)?

Thanks,
Dimitar


Re: Configuring Transaction Log feature

Sandeep Mishra <sandy...@...>
 

pawan,
can you check for following in your logs Loaded unidentified ReadMarker start time...
seems your readmarker is starting from 1970. so it tries to read changes since then

Regards,
Sandeep

On Saturday, November 28, 2020 at 8:48:18 PM UTC+8 shr...@... wrote:
one correction to last post in below line.

    JanusGraphTransaction tx = graph.buildTransaction().logIdentifier("TestLog").start();



On Saturday, 28 November 2020 at 18:16:09 UTC+5:30 Pawan Shriwas wrote:
Hi Sandeep,

Please see below java code and properties information which I am trying in local with Cassandra cql as backend.  This code is not giving me the change log as event which I can get via gremlin console with same script and properties. Please let me know if anything needs to be modify here with code or properties.

<!-- Java Code -->
package com.example.graph;

import org.janusgraph.core.JanusGraph;
import org.janusgraph.core.JanusGraphFactory;
import org.janusgraph.core.JanusGraphTransaction;
import org.janusgraph.core.JanusGraphVertex;
import org.janusgraph.core.log.ChangeProcessor;
import org.janusgraph.core.log.ChangeState;
import org.janusgraph.core.log.LogProcessorFramework;
import org.janusgraph.core.log.TransactionId;

public class TestLog {
public static void listenLogsEvent(){
JanusGraph graph = JanusGraphFactory.open("/home/ist/Downloads/IM/jgraphdb_local.properties");
LogProcessorFramework logProcessor = JanusGraphFactory.openTransactionLog(graph);

logProcessor.addLogProcessor("TestLog").
    setProcessorIdentifier("TestLogCounter").
    setStartTimeNow().
    addProcessor(new ChangeProcessor(){
        @Override
        public void process(JanusGraphTransaction tx, TransactionId txId, ChangeState changeState) {
        System.out.println("tx--"+tx.toString());
        System.out.println("txId--"+txId.toString());
        System.out.println("changeState--"+changeState.toString());
       }
    }).
    build();
for(int i=0;i<=10;i++) {
        System.out.println("going to add ="+i);
    JanusGraphTransaction tx = graph.buildTransaction().logIdentifier("PawanTestLog").start();
    JanusGraphVertex a = tx.addVertex("TimeL");
    a.property("type", "HOLD");
    a.property("serialNo", "XS31B4");
    tx.commit();
        System.out.println("Vertex committed ="+a.toString());
}
}
public static void main(String[] args) {
System.out.println("starting main");
listenLogsEvent();
}
}

<!----- graph properties------->
gremlin.graph=org.janusgraph.core.JanusGraphFactory
graph.name=TestGraph
storage.backend = cql
storage.hostname = localhost
storage.cql.keyspace=janusgraphcql
query.fast-property = true
storage.lock.wait-time=10000
storage.batch-loading=true

Thanks in advance.

Thanks,
Pawan


On Saturday, 28 November 2020 at 16:19:20 UTC+5:30 sa...@... wrote:
Pawan,
Can you elaborate more on the program where your are trying to embed the script in?
Regards,
Sandeep

On Sat, 28 Nov 2020, 13:48 Pawan Shriwas, <shr...@...> wrote:
Hey Jason,

Same thing happen with my as well where above script work well in gremlin console  but when we use it in java. we are not getting anything in process() section as callback. Could you help for the same.  


On Wednesday, 7 February 2018 at 20:28:41 UTC+5:30 Jason Plurad wrote:
It means that it will use the 'storage.backend' value as the storage. See the code in GraphDatabaseConfiguration.java. It looks like your only choice is 'default', and it seems like the option is there for the future possibility to use a different backend.

The code in the docs seemed to work ok, other than a minor change in the setStartTime() parameters. You can cut and paste this code into the Gremlin Console to use with the prepackaged distribution.

import java.util.concurrent.atomic.*;
import org.janusgraph.core.log.*;
import java.util.concurrent.*;

graph
= JanusGraphFactory.open('conf/janusgraph-cassandra-es.properties');

totalHumansAdded
= new AtomicInteger(0);
totalGodsAdded
= new AtomicInteger(0);
logProcessor
= JanusGraphFactory.openTransactionLog(graph);
logProcessor
.addLogProcessor("addedPerson").
        setProcessorIdentifier
("addedPersonCounter").
        setStartTime
(Instant.now()).
        addProcessor
(new ChangeProcessor() {
           
public void process(JanusGraphTransaction tx, TransactionId txId, ChangeState changeState) {
               
for (v in changeState.getVertices(Change.ADDED)) {
                   
if (v.label().equals("human")) totalHumansAdded.incrementAndGet();
                   
System.out.println("total humans = " + totalHumansAdded);
               
}
           
}
       
}).
        addProcessor
(new ChangeProcessor() {
           
public void process(JanusGraphTransaction tx, TransactionId txId, ChangeState changeState) {
               
for (v in changeState.getVertices(Change.ADDED)) {
                   
if (v.label().equals("god")) totalGodsAdded.incrementAndGet();
                   
System.out.println("total gods = " + totalGodsAdded);
               
}
           
}
       
}).
        build
()

tx
= graph.buildTransaction().logIdentifier("addedPerson").start();
u
= tx.addVertex(T.label, "human");
u
.property("name", "proteros");
u
.property("age", 36);
tx
.commit();

If you inspect the keyspace in Cassandra afterwards, you'll see that a separate table is created for "ulog_addedPerson".

Did you have some example code of what you are attempting?



On Wednesday, February 7, 2018 at 5:55:58 AM UTC-5, Sandeep Mishra wrote:
Hi Guys,

We are trying to used transaction log feature of Janusgraph, which is not working as expected.No callback is received at
public void process(JanusGraphTransaction janusGraphTransaction, TransactionId transactionId, ChangeState changeState) {

Janusgraph documentation says value for log.[X].backend is 'default'.
Not sure what exactly it means. does it mean HBase which is being used as backend for data.

Please let  me know, if anyone has configured it.

Thanks and Regards,
Sandeep Mishra

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