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How to improve traversal query performance
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Manabu Kotani
Nov 18, 2020, 8:37:48 PM11/18/20
to JanusGraph users
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
HadoopMarc
Nov 21, 2020, 6:13:28 AM11/21/20
to JanusGraph users
Hi Manabu,
Without knowing if the considerations below will really help, you may try the following:
- 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
- you may want to study the profile(), sack() and barrier() steps in the TinkerPop ref docs:
https://tinkerpop.apache.org/docs/3.4.8/reference/#profile-step
https://tinkerpop.apache.org/docs/3.4.8/reference/#sack-step
https://tinkerpop.apache.org/docs/3.4.8/reference/#barrier-step
https://kelvinlawrence.net/book/Gremlin-Graph-Guide.html#lambdasack
https://groups.google.com/g/gremlin-users/c/yGs1rv8YXRw/m/Y_iKg15KAwAJ
https://groups.google.com/g/gremlin-users/c/Z7WqhtHvhRc/m/SAbRRMvNBQAJ
Because of your use of the as()/select() mechanism the traversers cannot be bulked and the number of traversers (20669) equals the path count (20669). I am not sure how bulking would affect the JanusGraph execution plan, but with some luck the number of backend calls decreases from 20669 to 1392 (the number of child vertices).
You can influence the bulking by using the sack() step instead of the as()/select() mechanism. You presently get 20669 (a,b,c) items out of your query. You have to rewrite that to get 1392 child vertices out of your query that each have a sack with (a, b) items. Not well covered in the TinkerPop docs is that the sack can be initialized with a Collection object and that the split and merge operators can take closures to act on such a Collection. E.g. you could structure the Sack as an ArrayList that gets (b, a) tuples or "b|a" strings appended during the traversal of a path.
Finally, note that the barrier() step and LazyBarrierStrategy also influence the bulking process.
Best wishes, Marc
Op donderdag 19 november 2020 om 02:37:48 UTC+1 schreef Manabu Kotani:
Manabu Kotani
Nov 24, 2020, 2:43:36 AM11/24/20
to JanusGraph users
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:
HadoopMarc
Nov 25, 2020, 1:46:35 AM11/25/20
to JanusGraph users
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:
Manabu Kotani
Nov 25, 2020, 3:22:34 AM11/25/20
to JanusGraph users
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:
HadoopMarc
Nov 25, 2020, 5:55:54 AM11/25/20
to JanusGraph users
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:
Manabu Kotani
Nov 25, 2020, 6:29:33 PM11/25/20
to JanusGraph users
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:
HadoopMarc
Nov 26, 2020, 2:07:27 AM11/26/20
to JanusGraph users
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:
- g.V().has('serial',within('XXXXXX','YYYYYY')).inE('assembled').outV()
- 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:
Manabu Kotani
Dec 8, 2020, 2:44:32 AM12/8/20
to JanusGraph users
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:
Manabu Kotani
Dec 8, 2020, 2:56:03 AM12/8/20
to JanusGraph users
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,
HadoopMarc
Dec 11, 2020, 8:40:21 AM12/11/20
to JanusGraph users
Hi Manabu,
Yes, providing an example graph works much better in exploring the problem space. I am afraid, though, that I did not find much that will help you out.
- on a single machine with cassandra and using gremlin console with embedded janusgraph, the total query times stated by profile() deviated significantly from the experienced wall clock times even when everything had a cold start:
total profile (ms) System.currentTimeMillis(ms)
repeat query, no query-batch 1113 1775
repeat query 622 1096
repeat query (warm caches) 40 360
Did you do any wall clock query performance tests on your production system with warmed caches? Results might be better - or worse - than suggested by profile(). - the values 5, 161, 9, 8,... under the repeat step add up to the number of touched edges (2828) in the graph. For this generated graph the number of traversers (2925) is dominated by this number of edges. Trying to bulk any intermediate results using sack will have little effect (in contrary to what I suggested earlier). From another perspective, you can check that the following query without any path references still results in the same number of 2925 traversers:
g.V().has('serial', within(startIds)).repeat(inE('assembled').outV()).emit().profile() - other people wanting to play with this graph should use the following line in Manabu's code:
columns = line.split(' ', -1)
So, concluding, there does not seem to be much you can do about the query: you simply want a large resultset from a traversal with multiple steps. Depending on the size of you graph, you could hod the graph in memory using the inmemory backend, or you could replace cassandra with cql and put on it on infrastructure with SSD storage. Of course, you could also precompute and store results, or split up the query with repeat().times(1), repeat().times(2), etc. for faster intermediate results.
Best wishes, Marc
Op dinsdag 8 december 2020 om 08:56:03 UTC+1 schreef Manabu Kotani:
Manabu Kotani
Dec 15, 2020, 9:02:49 PM12/15/20
to JanusGraph users
Hi Marc,
Thank you for your too much advice.
I will keep learning about Gremlin query for better performance.
Thanks a lot!
Manabu.
2020年12月11日金曜日 22:40:21 UTC+9 HadoopMarc:
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