forked from yahoo/streaming-benchmarks
-
Notifications
You must be signed in to change notification settings - Fork 0
/
deploy.sh
executable file
·940 lines (839 loc) · 40.3 KB
/
deploy.sh
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
#################################################
# User defined variables
#################################################
PROJECT_HOME=/YSB-task-level
DOWNLOAD_DIRECTORY=$PROJECT_HOME/downloads
# Make sure these version are available for download
# e.g. REDIS_VERSION="6.0.10" translates to wget https://download.redis.io/releases/redis-6.0.10.tar.gz
KAFKA_VERSION="3.0.0"
KAFKA_SCALA_VERSION="2.12"
REDIS_VERSION="6.0.10"
FLINK_VERSION="1.14.3"
FLINK_SCALA_VERSION="2.12"
SPARK_VERSION="3.2.0"
SPARK_HADOOP_VERSION="2.7"
#################################################
# Internal variables -> Do not change!
#################################################
CLUSTER_FILEPATH="$PROJECT_HOME/conf/cluster.txt"
SLAVE_LIST="$PROJECT_HOME/conf/slaves.txt"
HOSTS_FILEPATH="$PROJECT_HOME/conf/hosts.txt"
ENABLEDCONF_FILEPATH="$PROJECT_HOME/conf/enabled"
TEMPLATECONF_FILEPATH="$PROJECT_HOME/conf/template"
KafkaPath="$PROJECT_HOME/kafka_$KAFKA_SCALA_VERSION-$KAFKA_VERSION"
RedisPath="$PROJECT_HOME/redis-6.0.10"
FlinkPath="$PROJECT_HOME/flink-$FLINK_VERSION"
SparkPath="spark-${SPARK_VERSION}-bin-hadoop${SPARK_HADOOP_VERSION}"
ProfilerPath="$PROJECT_HOME/profiling/scripts/sps_profiler.sh"
FlinkMaster="${ENABLEDCONF_FILEPATH}/flink/masters"
FlinkWorkers="${ENABLEDCONF_FILEPATH}/flink/workers"
FlinkConf="${ENABLEDCONF_FILEPATH}/flink/flink-conf.yaml"
FlinkProfile="${ENABLEDCONF_FILEPATH}/profile/flink_application_profile.txt"
SparkSlaves="${ENABLEDCONF_FILEPATH}/spark/slaves"
SparkConf="${ENABLEDCONF_FILEPATH}/spark/spark-defaults.conf"
SparkEnv="${ENABLEDCONF_FILEPATH}/spark/spark-env.sh"
SparkProfile="${ENABLEDCONF_FILEPATH}/profile/spark_application_profile.txt"
SparkCPProfile="${ENABLEDCONF_FILEPATH}/profile/spark_cp_application_profile.txt"
ClusterConf="${ENABLEDCONF_FILEPATH}/cluster/clusterConf.yaml"
LoadGen="${ENABLEDCONF_FILEPATH}/load/core.clj"
KafkaConf="${ENABLEDCONF_FILEPATH}/kafka/server.properties"
KafkaDeleteConf="${ENABLEDCONF_FILEPATH}/kafka/delete-ad-events.config"
RedisConf="${ENABLEDCONF_FILEPATH}/redis/redis.conf"
FlinkMasterDefault="${TEMPLATECONF_FILEPATH}/flink/flink-master-default"
FlinkWorkersDefault="${TEMPLATECONF_FILEPATH}/flink/flink-workers-default"
FlinkConfDefault="${TEMPLATECONF_FILEPATH}/flink/flink-conf-default.yaml"
FlinkProfileDefault="${TEMPLATECONF_FILEPATH}/profile/flink_application_profile.txt"
SparkSlavesDefault="${TEMPLATECONF_FILEPATH}/spark/spark-slaves-default"
SparkConfDefault="${TEMPLATECONF_FILEPATH}/spark/spark-defaults.conf"
SparkEnvDefault="${TEMPLATECONF_FILEPATH}/spark/spark-env-default.sh"
SparkProfileDefault="${TEMPLATECONF_FILEPATH}/profile/spark_application_profile.txt"
SparkCPProfileDefault="${TEMPLATECONF_FILEPATH}/profile/spark_cp_application_profile.txt"
ClusterConfDefault="${TEMPLATECONF_FILEPATH}/cluster/clusterConf-default.yaml"
LoadGenDefault="${TEMPLATECONF_FILEPATH}/load/core-default.clj"
KafkaConfDefault="${TEMPLATECONF_FILEPATH}/kafka/server-default.properties"
KafkaDeleteConfDefault="${TEMPLATECONF_FILEPATH}/kafka/delete-ad-events-default.config"
RedisConfDefault="${TEMPLATECONF_FILEPATH}/redis/redis-default.conf"
CORES=1
EXECUTORS=1
TASK_SLOTS=1
NODES=1
SMT=1
MEMORY=8192
declare -A HOST_ROLES
declare -A KAFKA_HOSTS
declare -a SLAVES
LOADING_REQ="true"
textReplace(){
SEARCH=$1
REPLACE=$2
FILE=$3
sed -i --follow-symlinks "s/^${SEARCH}.*/${REPLACE}/g" $FILE
}
createDefaultConfigs(){
rm -f $FlinkMasterDefault
rm -f $FlinkWorkersDefault
rm -f $FlinkConfDefault
rm -f $FlinkProfile
rm -f $SparkSlavesDefault
rm -f $SparkConfDefault
rm -f $SparkEnvDefault
rm -f $SparkProfile
rm -f $SparkCPProfile
rm -f $ClusterConfDefault
rm -f $KafkaConfDefault
rm -f $RedisConfDefault
# Replace versions in stream-bench2.sh
sed -i "s/^KAFKA_VERSION=.*/KAFKA_VERSION=\"${KAFKA_VERSION}\"/g" $PROJECT_HOME/stream-bench2.sh
sed -i "s/^KAFKA_SCALA_VERSION=.*/KAFKA_SCALA_VERSION=\"${KAFKA_SCALA_VERSION}\"/g" $PROJECT_HOME/stream-bench2.sh
sed -i "s/^SPARK_VERSION=.*/SPARK_VERSION=\"${SPARK_VERSION}\"/g" $PROJECT_HOME/stream-bench2.sh
sed -i "s/^SPARK_HADOOP_VERSION=.*/SPARK_HADOOP_VERSION=\"${SPARK_HADOOP_VERSION}\"/g" $PROJECT_HOME/stream-bench2.sh
sed -i "s/^REDIS_VERSION=.*/REDIS_VERSION=\"${REDIS_VERSION}\"/g" $PROJECT_HOME/stream-bench2.sh
sed -i "s/^FLINK_VERSION=.*/FLINK_VERSION=\"${FLINK_VERSION}\"/g" $PROJECT_HOME/stream-bench2.sh
sed -i "s/^FLINK_SCALA_VERSION=.*/FLINK_SCALA_VERSION=\"${FLINK_SCALA_VERSION}\"/g" $PROJECT_HOME/stream-bench2.sh
# Escape all '/' in PROJECT_HOME, otherwise sed can not process it
PROJECT_HOME2=$(echo $PROJECT_HOME | sed 's_/_\\/_g')
sed -i "s/^PROJECT_HOME=.*/PROJECT_HOME=${PROJECT_HOME2}/g" $PROJECT_HOME/stream-bench2.sh
sed -i "s/^PROJECT_HOME=.*/PROJECT_HOME=${PROJECT_HOME2}/g" $PROJECT_HOME/profiling/scripts/sps_profiler.sh
##########
#Create Default Configuration Files
##########
echo "spark.executor.extraJavaOptions=-XX:-TieredCompilation -XX:CompileThreshold=1" >> $SparkConfDefault
echo "spark.driver.memory 16g" >> $SparkConfDefault
echo "spark.executor.memory 8g" >> $SparkConfDefault
echo "spark.executor.cores 8" >> $SparkConfDefault
echo "spark.driver.cores 16" >> $SparkConfDefault
echo "spark.default.parallelism 16" >> $SparkConfDefault
echo "spark.task.cpus 8" >> $SparkConfDefault
echo "spark.eventLog.enabled false " >> $SparkConfDefault
echo "env.java.opts: \"-XX:CompileThreshold=1 -XX:-TieredCompilation\"" >> $FlinkConfDefault
echo "jobmanager.rpc.port: 6123" >> $FlinkConfDefault
echo "jobmanager.memory.process.size: 1600m" >> $FlinkConfDefault
echo "taskmanager.memory.process.size: 4096m" >> $FlinkConfDefault
echo "taskmanager.numberOfTaskSlots: 8" >> $FlinkConfDefault
echo "parallelism.default: 16" >> $FlinkConfDefault
echo "jobmanager.execution.failover-strategy: region" >> $FlinkConfDefault
# Create Kafka Conf File
echo "delete.topic.enable=true" >> $KafkaConfDefault
echo "cleanup.policy=delete" >> $KafkaConfDefault
echo "broker.id=0" >> $KafkaConfDefault
echo "num.network.threads=16" >> $KafkaConfDefault
echo "num.io.threads=16" >> $KafkaConfDefault
echo "num.partitions=16" >> $KafkaConfDefault
echo "socket.send.buffer.bytes=2147483647" >> $KafkaConfDefault
echo "socket.receive.buffer.bytes=2147483647" >> $KafkaConfDefault
echo "socket.request.max.bytes=104857600" >> $KafkaConfDefault
echo "log.dirs=/tmp/kafka-logs" >> $KafkaConfDefault
echo "num.recovery.threads.per.data.dir=1" >> $KafkaConfDefault
echo "offsets.topic.replication.factor=1" >> $KafkaConfDefault
#echo "transaction.state.log.replication.factor=1" >> $KafkaConfDefault
#echo "transaction.state.log.min.isr=1" >> $KafkaConfDefault
#echo "log.flush.interval.ms=900000" >> $KafkaConfDefault
echo "log.retention.ms=300000" >> $KafkaConfDefault
#echo "queued.max.requests=999999" >> $KafkaConfDefault
#echo "log.retention.check.interval.ms=600000" >> $KafkaConfDefault
echo "zookeeper.connect=localhost:2181" >> $KafkaConfDefault
echo "zookeeper.connection.timeout.ms=6000" >> $KafkaConfDefault
echo "log.segment.bytes=1073741824" >> $KafkaConfDefault
#echo "group.initial.rebalance.delay.ms=0" >> $KafkaConfDefault
#echo "delete.topic.enable=true" >> $KafkaConfDefault
# Create Redis Default Conf
echo "protected-mode no" >> $RedisConfDefault
echo "port 6379" >> $RedisConfDefault
echo "tcp-backlog 511" >> $RedisConfDefault
echo "timeout 0" >> $RedisConfDefault
echo "tcp-keepalive 300" >> $RedisConfDefault
echo "daemonize no" >> $RedisConfDefault
echo "supervised no" >> $RedisConfDefault
echo "pidfile /var/run/redis_6379.pid" >> $RedisConfDefault
# Loglevel: warning, notice, verbose, debug
echo "loglevel notice" >> $RedisConfDefault
echo "logfile \"$PROJECT_HOME/log \"" >> $RedisConfDefault
echo "always-show-logo no" >> $RedisConfDefault
echo "#Saving disabled" >> $RedisConfDefault
echo "#save 3600 200000" >> $RedisConfDefault
echo "stop-writes-on-bgsave-error no" >> $RedisConfDefault
echo "rdbcompression yes" >> $RedisConfDefault
echo "rdbchecksum no" >> $RedisConfDefault
echo "dbfilename dump.rdb" >> $RedisConfDefault
echo "dbfilename dump.rdb" >> $RedisConfDefault
echo "rdb-del-sync-files no" >> $RedisConfDefault
echo "dir ./" >> $RedisConfDefault
echo "replica-serve-stale-data yes" >> $RedisConfDefault
echo "replica-read-only yes" >> $RedisConfDefault
echo "repl-diskless-sync no" >> $RedisConfDefault
echo "repl-diskless-sync-delay 5" >> $RedisConfDefault
echo "repl-diskless-load disabled" >> $RedisConfDefault
echo "repl-disable-tcp-nodelay no" >> $RedisConfDefault
echo "replica-priority 100" >> $RedisConfDefault
echo "lazyfree-lazy-eviction no" >> $RedisConfDefault
echo "lazyfree-lazy-expire no" >> $RedisConfDefault
echo "lazyfree-lazy-server-del no" >> $RedisConfDefault
echo "replica-lazy-flush no" >> $RedisConfDefault
echo "lazyfree-lazy-user-del no" >> $RedisConfDefault
echo "io-threads 4" >> $RedisConfDefault
echo "oom-score-adj no" >> $RedisConfDefault
echo "appendonly no" >> $RedisConfDefault
echo "appendfilename \"appendonly.aof\"" >> $RedisConfDefault
echo "appendfsync everysec" >> $RedisConfDefault
echo "no-appendfsync-on-rewrite no" >> $RedisConfDefault
echo "auto-aof-rewrite-percentage 100" >> $RedisConfDefault
echo "auto-aof-rewrite-min-size 64mb" >> $RedisConfDefault
echo "aof-load-truncated yes" >> $RedisConfDefault
echo "aof-use-rdb-preamble yes" >> $RedisConfDefault
echo "lua-time-limit 5000" >> $RedisConfDefault
echo "slowlog-log-slower-than 10000" >> $RedisConfDefault
echo "slowlog-max-len 128" >> $RedisConfDefault
# Latency Monitor
echo "latency-monitor-threshold 0" >> $RedisConfDefault
echo "notify-keyspace-events \"\"" >> $RedisConfDefault
echo "hash-max-ziplist-entries 512" >> $RedisConfDefault
echo "hash-max-ziplist-value 64" >> $RedisConfDefault
echo "list-max-ziplist-size -2" >> $RedisConfDefault
echo "list-compress-depth 0" >> $RedisConfDefault
echo "set-max-intset-entries 512" >> $RedisConfDefault
echo "zset-max-ziplist-entries 128" >> $RedisConfDefault
echo "zset-max-ziplist-value 64" >> $RedisConfDefault
echo "hll-sparse-max-bytes 3000" >> $RedisConfDefault
echo "stream-node-max-bytes 4096" >> $RedisConfDefault
echo "stream-node-max-entries 100" >> $RedisConfDefault
echo "activerehashing no" >> $RedisConfDefault
echo "# If unsure: use activerehashing=no if you have hard latency requirements and it is not a good thing in your environment that Redis can reply from time to time to queries with 2 milliseconds delay." >> $RedisConfDefault
echo "client-output-buffer-limit normal 0 0 0" >> $RedisConfDefault
echo "client-output-buffer-limit replica 256mb 64mb 60" >> $RedisConfDefault
echo "client-output-buffer-limit pubsub 32mb 8mb 60" >> $RedisConfDefault
echo "hz 10" >> $RedisConfDefault
echo "dynamic-hz yes" >> $RedisConfDefault
echo "aof-rewrite-incremental-fsync yes" >> $RedisConfDefault
echo "rdb-save-incremental-fsync yes" >> $RedisConfDefault
echo "jemalloc-bg-thread yes" >> $RedisConfDefault
readHostRoles
for HOST in "${!HOST_ROLES[@]}"; do
ROLE=${HOST_ROLES[$HOST]}
if [[ $ROLE == *"MASTER"* ]]; then
echo "$HOST:8081" >> $FlinkMasterDefault
echo "jobmanager.rpc.address: $HOST" >> $FlinkConfDefault
echo "export SPARK_MASTER_HOST='$HOST'" >> $SparkEnvDefault
echo $HOST > $FlinkMasterDefault
fi
if [[ $ROLE == *"SLAVE"* ]]; then
echo "$HOST" >> $FlinkWorkersDefault
echo "$HOST" >> $SparkSlavesDefault
fi
if [[ $ROLE == *"KAFKA"* ]]; then
echo "kafka.brokers:" >> $ClusterConfDefault
echo " - \"$HOST\"" >> $ClusterConfDefault
echo "" >> $ClusterConfDefault
echo "zookeeper.servers:" >> $ClusterConfDefault
echo " - \"$HOST\"" >> $ClusterConfDefault
echo "" >> $ClusterConfDefault
fi
if [[ $ROLE == *"REDIS"* ]]; then
echo "redis.host: $HOST" >> $ClusterConfDefault
fi
done
# Create Cluster Conf File
echo "kafka.port: 9092" >> $ClusterConfDefault
echo "zookeeper.port: 2181" >> $ClusterConfDefault
echo "process.hosts: 2" >> $ClusterConfDefault
echo "process.cores: 8" >> $ClusterConfDefault
echo "process.parallelism: 16" >> $ClusterConfDefault
echo "kafka.partitions: 16" >> $ClusterConfDefault
echo "kafka.topic: \"ad-events\"" >> $ClusterConfDefault
echo "spark.batchtime: 500" >> $ClusterConfDefault
echo "" >> $ClusterConfDefault
# copy default load clojure program
cp $PROJECT_HOME/data/src/setup/core.clj $LoadGenDefault
##########
# Enable default configuration
##########
rm -f $FlinkMaster
rm -f $FlinkWorkers
rm -f $FlinkConf
rm -f $FlinkProfile
rm -f $SparkSlaves
rm -f $SparkConf
rm -f $SparkEnv
rm -f $SparkProfile
rm -f $SparkCPProfile
rm -f $ClusterConf
rm -f $LoadGen
rm -f $KafkaConf
rm -f $RedisConf
ln -s $FlinkMasterDefault $FlinkMaster
ln -s $FlinkWorkersDefault $FlinkWorkers
ln -s $FlinkConfDefault $FlinkConf
ln -s $FlinkProfileDefault $FlinkProfile
ln -s $SparkSlavesDefault $SparkSlaves
ln -s $SparkConfDefault $SparkConf
ln -s $SparkEnvDefault $SparkEnv
ln -s $SparkProfileDefault $SparkProfile
ln -s $SparkCPProfileDefault $SparkCPProfile
ln -s $ClusterConfDefault $ClusterConf
ln -s $LoadGenDefault $LoadGen
ln -s $KafkaConfDefault $KafkaConf
ln -s $RedisConfDefault $RedisConf
}
# Copy config files to cluster machines
deployConfigs(){
readHostRoles
for HOST in "${!HOST_ROLES[@]}"; do
ROLE=${HOST_ROLES[$HOST]}
if [[ $ROLE == *"ZK"* ]]; then
textReplace "zookeeper.connect=" "zookeeper.connect=${HOST}:2181" $KafkaConf
fi
done
BROKER=0
counter=0
len=${#KAFKA_HOSTS[@]}
for HOST in "${!HOST_ROLES[@]}"; do
ROLE=${HOST_ROLES[$HOST]}
#ssh -n $HOST "mkdir -p $PROJECT_HOME/conf"
#ssh -n $HOST "mkdir -p $PROJECT_HOME/utils"
scp $PROJECT_HOME/stream-bench2.sh $HOST:$PROJECT_HOME/ &
scp $PROJECT_HOME/conf/cluster.txt $HOST:$PROJECT_HOME/conf/ &
scp -r $ClusterConf $HOST:$PROJECT_HOME/conf/ &
if [[ $ROLE == *"MASTER"* || $ROLE == *"SLAVE"* ]]; then
ssh -n $HOST "cd $PROJECT_HOME/flink-${FLINK_VERSION}/conf/; rm -f masters; rm -f workers; rm -f flink-conf.yaml;"
ssh -n $HOST "cd $PROJECT_HOME/spark-${SPARK_VERSION}-bin-hadoop${SPARK_HADOOP_VERSION}/conf/; rm -f slaves; rm -f spark-env.sh; rm -f spark-defaults.conf;"
scp $ProfilerPath $HOST:$PROJECT_HOME/profiling/scripts/ &
scp $FlinkMaster $HOST:$PROJECT_HOME/flink-${FLINK_VERSION}/conf/ &
scp $FlinkWorkers $HOST:$PROJECT_HOME/flink-${FLINK_VERSION}/conf/ &
scp $FlinkConf $HOST:$PROJECT_HOME/flink-${FLINK_VERSION}/conf/ &
scp $SparkSlaves $HOST:$PROJECT_HOME/spark-${SPARK_VERSION}-bin-hadoop${SPARK_HADOOP_VERSION}/conf/slaves &
scp $SparkConf $HOST:$PROJECT_HOME/spark-${SPARK_VERSION}-bin-hadoop${SPARK_HADOOP_VERSION}/conf/spark-defaults.conf &
scp $SparkEnv $HOST:$PROJECT_HOME/spark-${SPARK_VERSION}-bin-hadoop${SPARK_HADOOP_VERSION}/conf/spark-env.sh &
fi
if [[ $ROLE == *"REDIS"* ]]; then
scp $RedisConf $HOST:$RedisPath/ &
fi
if [[ $ROLE == *"SLAVE"* ]]; then
scp $PROJECT_HOME/conf/enabled/profile/flink_application_profile.txt $HOST:$PROJECT_HOME/profiling/config/flink_application_profile.txt &
scp $PROJECT_HOME/conf/enabled/profile/spark_application_profile.txt $HOST:$PROJECT_HOME/profiling/config/spark_application_profile.txt &
scp $PROJECT_HOME/conf/enabled/profile/spark_cp_application_profile.txt $HOST:$PROJECT_HOME/profiling/config/spark_cp_application_profile.txt &
fi
if [[ $ROLE == *"KAFKA"* ]]; then
echo "Assigning $HOST -> Broker ${BROKER}"
cp $KafkaConf ${KafkaConf}_${HOST}
textReplace "broker.id=" "broker.id=${BROKER}" ${KafkaConf}_${HOST}
BROKER=$((BROKER+1))
scp $KafkaDeleteConf $HOST:$PROJECT_HOME/utils/ &
ssh -n $HOST "rm -f $PROJECT_HOME/kafka_${KAFKA_SCALA_VERSION}-${KAFKA_VERSION}/config/server.properties"
scp ${KafkaConf}_${HOST} $HOST:$PROJECT_HOME/kafka_${KAFKA_SCALA_VERSION}-${KAFKA_VERSION}/config/server.properties &
fi
if [[ $ROLE == *"LOAD"* ]]; then
KAFKA_BROKER=${KAFKA_HOSTS[$counter]}
counter=$((counter+1))
counter=$((counter%len))
sed -n '$!N;s@kafka.brokers:\n - "c06lp1"@kafka.brokers:\n - "'"${KAFKA_BROKER}"'"@;P;D' $ClusterConf > ${ClusterConf}_${HOST}
ssh -n $HOST "rm -f $PROJECT_HOME/data/src/setup/core.clj"
scp $LoadGen $HOST:$PROJECT_HOME/data/src/setup/
scp $ClusterConf $HOST:$PROJECT_HOME/conf/ &
fi
done
}
deployFile(){
readHostRoles
FILE=${1}
TARGET_PATH=${2}
for HOST in "${!HOST_ROLES[@]}"; do
if [[ $TARGET_PATH == "" ]]; then
scp $FILE $HOST:$PROJECT_HOME/
else
ssh -n $HOST "mkdir -p $TARGET_PATH"
scp $FILE $HOST:$TARGET_PATH/
fi
done
}
deployFrameworks(){
#Deploy frameworks on cluster
readHostRoles
cd $PROJECT_HOME
for HOST in "${!HOST_ROLES[@]}"; do
ROLE=${HOST_ROLES[$HOST]}
ssh -n $HOST "mkdir -p $PROJECT_HOME"
if [[ $ROLE == *"MASTER"* ]]; then
if [[ $(ssh -n $HOST "cd $PROJECT_HOME; ls | grep -c flink-${FLINK_VERSION}") == 0 ]]; then
scp $DOWNLOAD_DIRECTORY/flink-${FLINK_VERSION}-bin-scala_${FLINK_SCALA_VERSION}.tgz $HOST:$PROJECT_HOME/
ssh -n $HOST "cd $PROJECT_HOME; tar -xzvf flink-${FLINK_VERSION}-bin-scala_${FLINK_SCALA_VERSION}.tgz; rm flink-${FLINK_VERSION}-bin-scala_${FLINK_SCALA_VERSION}.tgz;"
fi
if [[ $(ssh -n $HOST "cd $PROJECT_HOME; ls | grep -c spark-${SPARK_VERSION}-bin-hadoop${SPARK_HADOOP_VERSION}") == 0 ]]; then
scp $DOWNLOAD_DIRECTORY/spark-${SPARK_VERSION}-bin-hadoop${SPARK_HADOOP_VERSION}.tgz $HOST:$PROJECT_HOME/
ssh -n $HOST "cd $PROJECT_HOME; tar -xzvf spark-${SPARK_VERSION}-bin-hadoop${SPARK_HADOOP_VERSION}.tgz; rm spark-${SPARK_VERSION}-bin-hadoop${SPARK_HADOOP_VERSION}.tgz"
fi
scp -r ./streaming-benchmark-common/ $HOST:$PROJECT_HOME
scp -r ./flink-benchmarks/ $HOST:$PROJECT_HOME
scp -r ./spark-benchmarks/ $HOST:$PROJECT_HOME
# In case our node is MASTER_SLAVE -> only the the first "if" clause will be considered
elif [[ $ROLE == *"SLAVE"* ]]; then
if [[ $(ssh -n $HOST "cd $PROJECT_HOME; ls | grep -c flink-${FLINK_VERSION}") == 0 ]]; then
scp $DOWNLOAD_DIRECTORY/flink-${FLINK_VERSION}-bin-scala_${FLINK_SCALA_VERSION}.tgz $HOST:$PROJECT_HOME/
ssh -n $HOST "cd $PROJECT_HOME; tar -xzvf flink-${FLINK_VERSION}-bin-scala_${FLINK_SCALA_VERSION}.tgz; rm flink-${FLINK_VERSION}-bin-scala_${FLINK_SCALA_VERSION}.tgz;"
fi
if [[ $(ssh -n $HOST "cd $PROJECT_HOME; ls | grep -c spark-${SPARK_VERSION}-bin-hadoop${SPARK_HADOOP_VERSION}") == 0 ]]; then
scp $DOWNLOAD_DIRECTORY/spark-${SPARK_VERSION}-bin-hadoop${SPARK_HADOOP_VERSION}.tgz $HOST:$PROJECT_HOME/
ssh -n $HOST "cd $PROJECT_HOME; tar -xzvf spark-${SPARK_VERSION}-bin-hadoop${SPARK_HADOOP_VERSION}.tgz; rm spark-${SPARK_VERSION}-bin-hadoop${SPARK_HADOOP_VERSION}.tgz"
fi
fi
if [[ $ROLE == *"REDIS"* ]]; then
if [[ $(ssh -n $HOST "cd $PROJECT_HOME; ls | grep -c redis-${REDIS_VERSION}") == 0 ]]; then
scp $DOWNLOAD_DIRECTORY/redis-${REDIS_VERSION}.tar.gz $HOST:$PROJECT_HOME/
ssh -n $HOST "cd $PROJECT_HOME; tar -xzvf redis-${REDIS_VERSION}.tar.gz; rm redis-${REDIS_VERSION}.tar.gz"
#ssh -n $HOST "source /etc/profile; cd $PROJECT_HOME/redis-${REDIS_VERSION}; make"
#echo "Redis build completed"
ssh -n $HOST "ln -s $PROJECT_HOME/redis-${REDIS_VERSION}/src/redis-cli /usr/bin/redis-cli"
scp -r $PROJECT_HOME/utils $HOST:$PROJECT_HOME/
echo "[DEPLOY] please compile Redis manually on host $HOST !!!"
echo "[DEPLOY] cd $PROJECT_HOME/redis-${REDIS_VERSION}; make"
fi
fi
if [[ $ROLE == *"KAFKA"* ]]; then
if [[ $(ssh -n $HOST "cd $PROJECT_HOME; ls | grep -c kafka_${KAFKA_SCALA_VERSION}-${KAFKA_VERSION}") == 0 ]]; then
scp $PROJECT_HOME/downloads/kafka_${KAFKA_SCALA_VERSION}-${KAFKA_VERSION}.tgz $HOST:$PROJECT_HOME/
ssh -n $HOST "cd $PROJECT_HOME; tar -xzvf kafka_${KAFKA_SCALA_VERSION}-${KAFKA_VERSION}.tgz; rm kafka_${KAFKA_SCALA_VERSION}-${KAFKA_VERSION}.tgz"
fi
fi
if [[ $ROLE == *"LOAD"* ]]; then
if [[ $(ssh -n $HOST "cd $PROJECT_HOME; ls | grep -c data") == 0 ]]; then
scp -r data $HOST:$PROJECT_HOME/
fi
fi
done
}
downloadFrameworks(){
mkdir -p $DOWNLOAD_DIRECTORY && cd $DOWNLOAD_DIRECTORY
#Download Frameworks
wget -N https://archive.apache.org/dist/kafka/${KAFKA_VERSION}/kafka_${KAFKA_SCALA_VERSION}-${KAFKA_VERSION}.tgz
wget -N https://download.redis.io/releases/redis-${REDIS_VERSION}.tar.gz
wget -N https://archive.apache.org/dist/flink/flink-${FLINK_VERSION}/flink-${FLINK_VERSION}-bin-scala_${FLINK_SCALA_VERSION}.tgz
wget -N https://archive.apache.org/dist/spark/spark-${SPARK_VERSION}/spark-${SPARK_VERSION}-bin-hadoop${SPARK_HADOOP_VERSION}.tgz
#Check Downloads
if [ -f "kafka_${KAFKA_SCALA_VERSION}-${KAFKA_VERSION}.tgz" ]; then
echo "[INFO] kafka_${KAFKA_SCALA_VERSION}-${KAFKA_VERSION}.tgz available."
else
echo "[ERROR] kafka_${KAFKA_SCALA_VERSION}-${KAFKA_VERSION}.tgz couldn't be downloaded"
fi
if [ -f "redis-${REDIS_VERSION}.tar.gz" ]; then
echo "[INFO] redis-${REDIS_VERSION}.tar.gz available."
else
echo "[ERROR] redis-${REDIS_VERSION}.tar.gz couldn't be downloaded"
fi
if [ -f "flink-${FLINK_VERSION}-bin-scala_${FLINK_SCALA_VERSION}.tgz" ]; then
echo "[INFO] flink-${FLINK_VERSION}-bin-scala_${FLINK_SCALA_VERSION}.tgz available."
else
echo "[ERROR] flink-${FLINK_VERSION}-bin-scala_${FLINK_SCALA_VERSION}.tgz couldn't be downloaded"
fi
if [ -f "spark-${SPARK_VERSION}-bin-hadoop${SPARK_HADOOP_VERSION}.tgz" ]; then
echo "[INFO] spark-${SPARK_VERSION}-bin-hadoop${SPARK_HADOOP_VERSION}.tgz available."
else
echo "[ERROR] spark-${SPARK_VERSION}-bin-hadoop${SPARK_HADOOP_VERSION}.tgz couldn't be downloaded"
fi
}
initializeProject(){
#Deploy the initial project structure including BPF, perf scripts, java mapping agent, ...
readHostRoles
cd $PROJECT_HOME/spark-benchmarks/target/
zip -F spark-cp-jar.zip --out spark-cp-jar-merged.zip
unzip spark-cp-jar-merged.zip
sleep 2
rm spark-cp-jar-merged.zip
cd $PROJECT_HOME
for HOST in "${!HOST_ROLES[@]}"; do
ROLE=${HOST_ROLES[$HOST]}
echo "[INFO] initialize Host $HOST with Role $ROLE"
ssh -n $HOST "mkdir -p $PROJECT_HOME/conf"
ssh -n $HOST "mkdir -p $PROJECT_HOME/profiling"
echo "[INFO] Copy stream-bench2.sh and clusterConf.yaml"
scp ./stream-bench2.sh $HOST:$PROJECT_HOME/
scp -r ./conf/clusterConf.yaml $HOST:$PROJECT_HOME/conf/
scp -r ./profiling/scripts $HOST:$PROJECT_HOME/profiling/
if [[ $ROLE == *"MASTER"* || $ROLE == *"SLAVE"* ]]; then
echo "[INFO] Copy profiling folder and setup java"
scp -r ./profiling/config $HOST:$PROJECT_HOME/profiling/
USER=$(whoami)
PLATFORM=""
if [ $USER == "root" ]; then
ssh -n $HOST "apt-get install -y openjdk-8-jdk openjdk-8-dbg zip git;"
# Determine JAVA_HOME on target Host
JAVA_BIN_PATH=$(ssh -n $HOST "readlink -f $(which java)")
JAVA_PATH_FRAGMENTS=$(echo $JAVA_BIN_PATH | tr "/" "\n")
TARGET_JAVA_HOME=""
FOLDER_TO_GREP=""
for FRAGMENT in $JAVA_PATH_FRAGMENTS
do
TARGET_JAVA_HOME="$TARGET_JAVA_HOME/$FRAGMENT"
if [[ $FRAGMENT == *"jdk"* ]]; then
FOLDER_TO_GREP=$FRAGMENT
break;
fi
done
if [[ $(ssh -n $HOST "cd /usr/lib/jvm; ls | grep -c $FOLDER_TO_GREP ;") == 1 ]]; then
ssh -n $HOST "echo 'export JAVA_HOME=$TARGET_JAVA_HOME' >> ~/.bashrc; source ~/.bashrc;"
elif [[ $(ssh -n $HOST "cd /usr/lib/jvm; ls | grep -c java-8-openjdk-ppc64el ;") == 1 ]]; then
ssh -n $HOST "echo 'export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-ppc64el/' >> ~/.bashrc; source ~/.bashrc;"
PLATFORM="ppc64el"
elif [[ $(ssh -n $HOST "cd /usr/lib/jvm; ls | grep -c java-8-openjdk-amd64 ;") == 1 ]]; then
ssh -n $HOST "echo 'export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64/' >> ~/.bashrc; source ~/.bashrc;"
PLATFORM="amd"
else
echo "Pls set JAVA_HOME manually. Could not find java installation path."
fi
echo "[INFO] Installing bpftrace and setup perf-map-agent and FlameGraph"
ssh -n $HOST "apt-get install -y linux-tools-common linux-tools-$KernelVersion;"
#ssh -n $HOST "snap -S install --devmode bpftrace; snap connect bpftrace:system-trace;"
ssh -n $HOST "apt install -y cmake;"
ssh -n $HOST "apt-get install -y build-essential;"
ssh -n $HOST "cd $PROJECT_HOME/profiling ; git clone https://github.com/jvm-profiling-tools/perf-map-agent.git;"
#ssh -n $HOST "cd $PROJECT_HOME/profiling/perf-map-agent; ${PLATFORM}/; cmake .; make ;"
ssh -n $HOST "cd $PROJECT_HOME/profiling/; git clone https://github.com/brendangregg/FlameGraph.git"
else
echo "[INFO] Copy profiling folder and setup java"
echo "In order to download the various utilities such as jdk, bpftrace, cmake, ... you need to provide your sudoers password"
IFS= read -rsp 'Please enter the password for Host $HOST of your user $USER: ' PASSWORD
ssh -n $HOST "echo $PASSWORD | sudo -S apt-get install -y openjdk-8-jdk openjdk-8-dbg zip git;"
ssh -n $HOST "apt-get install -y openjdk-8-jdk openjdk-8-dbg zip git;"
if [[ $(ssh -n $HOST "cd /usr/lib/jvm; ls | grep -c java-8-openjdk-ppc64el ;") == 1 ]]; then
ssh -n $HOST "echo 'export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-ppc64el/' >> ~/.bashrc; source ~/.bashrc;"
PLATFORM="ppc64el"
elif [[ $(ssh -n $HOST "cd /usr/lib/jvm; ls | grep -c java-8-openjdk-amd64 ;") == 1 ]]; then
ssh -n $HOST "echo 'export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64/' >> ~/.bashrc; source ~/.bashrc;"
PLATFORM="amd"
else
echo "Pls set JAVA_HOME manually. Could not find java installation path."
fi
echo "[INFO] Installing bpftrace and setup perf-map-agent and FlameGraph"
ssh -n $HOST "echo $PASSWORD | sudo -S apt-get install -y linux-tools-common linux-tools-$KernelVersion;"
#ssh -n $HOST "echo $PASSWORD | sudo snap -S install --devmode bpftrace; echo $PASSWORD | sudo -S snap connect bpftrace:system-trace;"
ssh -n $HOST "echo $PASSWORD | sudo -S apt install -y cmake;"
ssh -n $HOST "echo $PASSWORD | sudo -S apt-get install -y build-essential;"
ssh -n $HOST "cd $PROJECT_HOME/profiling ; git clone https://github.com/jvm-profiling-tools/perf-map-agent.git;"
#ssh -n $HOST "cd $PROJECT_HOME/profiling/perf-map-agent; export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-${PLATFORM}/; cmake .; make ;"
ssh -n $HOST "echo $PASSWORD | cd $PROJECT_HOME/profiling/; git clone https://github.com/brendangregg/FlameGraph.git"
# Hardcode JAVA_HOME in perf-map-agent.sh
#ssh -n $HOST "sed -i '1iJAVA_HOME=$TARGET_JAVA_HOME' $PROJECT_HOME/profiling/perf-map-agent/bin/create-java-perf-map.sh"
fi
fi
if [[ $ROLE == *"LOAD"* ]]; then
USER=$(whoami)
echo "[INFO] Copy clojure load generator and install Leiningen"
if [[ $USER == "root" ]]; then
ssh -n $HOST "apt install -y leiningen;"
else
echo "In order to download the various utilities such as jdk, bpftrace, cmake, ... you need to provide your sudoers password"
IFS= read -rsp 'Please enter the password for Host $HOST of your user $USER: ' PASSWORD
ssh -n $HOST "echo $PASSWORD | sudo -S apt install -y leiningen;"
fi
fi
done
}
keyExchange(){
prepareHostsFile
# Check if sshpass is installed
echo "Setting up passwordless access to clusternodes:"
cat $HOSTS_FILEPATH
echo ""
SSHPASS_FLAG=`which sshpass`
if [ "$SSHPASS_FLAG" == "" ]; then
echo "###################################"
echo "# SSHPASS #"
echo "###################################"
echo "The keyexchange requires sshpass to be installed on this system (not on the remote hosts)"
echo "Please install sshpass:"
echo " -Debian/Ubuntu: apt-get install sshpass"
echo " -SUSE/SLES: zypper install sshpass"
echo " -CentOS/RHEL: yum install sshpass"
echo " -Fedora: dnf install sshpass "
echo ""
echo "Exiting"
exit
fi
# Check if private and public key exists in ~/.ssh/ -> generate a keypair if not
if ! [[ -f ~/.ssh/id_rsa && -f ~/.ssh/id_rsa.pub ]]; then
echo "The key-pair ~/.ssh/id_rsa.pub and ~/.ssh/id_rsa does not exist"
echo "generating a new keypair"
ssh-keygen -q -t rsa -N '' <<< $'\ny' >/dev/null 2>&1
fi
# Get credentials for initial SSH login
unset -v password # make sure it's not exported
set +o allexport # make sure variables are not automatically exported
echo "Please enter the credentials to be used for initial login (identical login for all nodes required)"
IFS= read -rp 'Please enter your SSH user : ' USER
IFS= read -rsp 'Please enter your SSH password: ' PW
# Exchange Keys
while read -r line
do
concat="$USER"@"$line"
echo "$concat"
sshpass -p $PW ssh-copy-id -f -o StrictHostKeyChecking=no -i ~/.ssh/id_rsa.pub $concat
case $? in
0)
echo Key\ successfully\ added\ to\ $line
;;
1)
;;
2)
;;
3)
echo General\ runtime\ error\ for\ $line
;;
4)
;;
5)
echo Invalid\ password\ for\ $line
;;
6)
;;
esac
# Add Hosts to known_hosts file in order to prevent the warning prompt upon first connection attempt
ssh-keyscan -H $line >> ~/.ssh/known_hosts
scp ~/.ssh/id_rsa $line:~/.ssh/id_rsa
done < <(grep . "${HOSTS_FILEPATH}")
# Known Hosts
while read -r line
do
scp ~/.ssh/known_hosts $line:~/.ssh/known_hosts
done < <(grep . "${HOSTS_FILEPATH}")
}
# Deploy Priv Key on Master Node (required if MASTER is not on this host)
deployPrivKey(){
readHostRoles
cd $PROJECT_HOME
for HOST in "${!HOST_ROLES[@]}"; do
ROLE=${HOST_ROLES[$HOST]}
if [[ $ROLE == *"MASTER"* || $ROLE == *"SLAVE"* ]]; then
scp ~/.ssh/id_rsa $HOST:~/.ssh/
# Nested loop to add all other slave/master nodes to the known_hosts list
for NODE in "${!HOST_ROLES[@]}"; do
NODEROLE=${HOST_ROLES[$NODE]}
if [[ $NODEROLE == *"MASTER"* || $ROLE == *"SLAVE"* ]]; then
ssh -n $HOST "ssh-keyscan -H $NODE >> ~/.ssh/known_hosts"
fi
done
fi
done
}
printHostRoles(){
readHostRoles
for host in "${!HOST_ROLES[@]}"; do
echo "Host: ${host} Role: ${HOST_ROLES[$host]}"
ROLE=${HOST_ROLES[$host]}
if [[ $ROLE == *"MASTER"* ]]; then
echo "Welcome MASTER!!!"
elif [[ $ROLE == *"SLAVE"* ]]; then
echo "Just another SLAVE"
fi
done
}
prepareHostsFile(){
# Creates the hosts.txt file which contains a list of all cluster nodes based on the cluster.txt
# This file is only required to serve as input for the keyExchange()
> $HOSTS_FILEPATH
> "${HOSTS_FILEPATH}.tmp"
while read -r line
do
local HOST=`echo $line | awk '{print $1}'`
echo $HOST >> "${HOSTS_FILEPATH}.tmp"
done < <(grep . "${CLUSTER_FILEPATH}")
#}< $CLUSTER_FILEPATH
#remove duplicate lines
awk '!seen[$0]++' "${HOSTS_FILEPATH}.tmp" > $HOSTS_FILEPATH
rm "${HOSTS_FILEPATH}.tmp"
}
setSlaves(){
sed -i '/SLAVE/d' $CLUSTER_FILEPATH
ACTIVE_SLAVES=0
while IFS= read -r node || [ -n "$node" ];
do
echo "$node SLAVE" >> $CLUSTER_FILEPATH
ACTIVE_SLAVES=$((ACTIVE_SLAVES+1))
SLAVES+=($node)
if (( ACTIVE_SLAVES == NODES )); then
break
fi
done < $SLAVE_LIST
}
readHostRoles(){
{
if $LOADING_REQ; then
LOADING_REQ="false"
counter=0
while IFS= read -r line || [ -n "$line" ];
do
local HOST=`echo $line | awk '{print $1}'`
local ROLE=`echo $line | awk '{print $2}'`
HOST_ROLES[$HOST]="$ROLE"
if [[ $ROLE == *"KAFKA"* ]]; then
KAFKA_HOSTS[$counter]="$HOST"
counter=$((counter+1))
fi
done
fi
} < $CLUSTER_FILEPATH
}
setParallelism()
{
while [ "$1" != "" ]; do
case $1 in
-c| --cores ) shift
CORES=${1}
;;
-e| --executors ) shift
EXECUTORS=${1}
;;
-n| --nodes ) shift
NODES=${1}
;;
-s| --smt ) shift
SMT=${1}
;;
-m| --memory ) shift
MEMORY=${1}
;;
-h| --help ) HELP="true"
;;
esac
shift
done
if [ "$SMT" == "" ] || [ "$CORES" == "" ] || [ "$NODES" == "" ] || [ "$HELP" == "true" ]; then
echo "Usage: deploy.sh setParallelism -c <NumberOfCores> -n <NumberOfNodes> -s <SMT Level>"
echo "Example: deploy.sh setParallelism -c 2 -e 2 -n 2 -s 8"
echo "2x slaves that use SMT-8 with 2 cores each. We will operate 2x executors on each node -> 4x"
exit
fi
parallelism=$((CORES * NODES * SMT)) # 4
parallelismPerNode=$((CORES * SMT)) #1
numberOfTaskSlots=$((parallelismPerNode / EXECUTORS))
processHosts=$((NODES))
if [ $numberOfTaskSlots = 0 ]; then
numberOfTaskSlots=1;
if [ $EXECUTORS -gt 1 ]; then
processHosts=$((NODES * EXECUTORS))
# parallelism=$EXECUTORS
fi
fi
executorCores=$((CORES * SMT / EXECUTORS))
# Set active worker nodes in cluster.txt according to $NODES
setSlaves
if [ $SMT != 0 ] ;then setSMTLevel ;fi
# clusterConf.yaml
MEMORY_GB=$((MEMORY/1024))
textReplace "process.hosts:" "process.hosts: $processHosts" $ClusterConf
textReplace "process.cores:" "process.cores: $parallelismPerNode" $ClusterConf
textReplace "process.parallelism:" "process.parallelism: $parallelism" $ClusterConf
textReplace "kafka.partitions:" "kafka.partitions: $parallelism" $ClusterConf
#Configure Spark
#echo "spark.deploy.defaultCores" >> $SparkConfDefault #Alway use all available cores -> default behaviour
textReplace "spark.executor.memory " "spark.executor.memory ${MEMORY_GB}g" $SparkConf
textReplace "spark.default.parallelism" "spark.default.parallelism $parallelism" $SparkConf
#textReplace "spark.executor.cores" "spark.executor.cores $EXECUTORS" $SparkConf
textReplace "spark.executor.cores" "spark.executor.cores $executorCores" $SparkConf
textReplace "spark.task.cpus" "spark.task.cpus 1" $SparkConf
#Configure Flink
# flink-conf.yaml
textReplace "taskmanager.memory.process.size: " "taskmanager.memory.process.size: ${MEMORY}m" $FlinkConf
textReplace "parallelism.default:" "parallelism.default: $parallelism" $FlinkConf
textReplace "taskmanager.numberOfTaskSlots:" "taskmanager.numberOfTaskSlots: $numberOfTaskSlots" $FlinkConf
> $FlinkWorkers
> $SparkSlaves
for slave in "${SLAVES[@]}"
do
counter=0
while (( counter < EXECUTORS))
do
echo $slave >> $FlinkWorkers
echo $slave >> $SparkSlaves
counter=$((counter+1))
done
done
#Configure Kafka
textReplace "num.partitions" "num.partitions=$parallelism" $KafkaConf
threads=$((parallelism*2))
textReplace "num.network.threads=" "num.network.threads=$threads" $KafkaConf
textReplace "num.io.threads=" "num.io.threads=$parallelism" $KafkaConf
echo "{
\"partitions\": [" > $KafkaDeleteConf
counter=1
while (( counter < parallelism ))
do
partition=$((counter-1))
echo " {
\"topic\": \"ad-events\",
\"partition\": $partition,
\"offset\": -1
}," >> $KafkaDeleteConf
counter=$((counter+1))
done
partition=$((counter-1))
echo " {
\"topic\": \"ad-events\",
\"partition\": $partition,
\"offset\": -1
}" >> $KafkaDeleteConf
echo " ],
\"version\": 1
}" >> $KafkaDeleteConf
deployConfigs
sleep 15
#textReplace "" "" $LoadGen
#echo "spark.task.cpus 1" >> $SparkConfDefault
}
setParameter(){
#TODO
if [ "$1" == "" ] || [ "$2" == "" ]; then
echo "Usage: setParameter <Parameter> <ConfFile>"
echo "Example: setParameter 'spark.driver.memory 8g' 'flink/flink-conf.yaml"
exit
fi
}
setSMTLevel(){
echo "Setting SMT Level to: $SMT"
readHostRoles
for HOST in "${!HOST_ROLES[@]}"; do
ROLE=${HOST_ROLES[$HOST]}
if [[ $ROLE == *"SLAVE"* ]]; then
echo "Connecting to $HOST"
ssh -n $HOST "ppc64_cpu --smt=$SMT"
#ssh -n $HOST "apt-get install -y ntp"
#ssh -n $HOST "service ntp stop"
#ssh -n $HOST "ntpd -gq"
#ssh -n $HOST "service ntp start"
fi
done
}
testInstallation(){
{
while IFS= read -r line
do
local HOST=`echo $line`
if [[ $(ssh -n $HOST "echo $PASSWORD | sudo -S bpftrace | grep -c 'bpftrace [options] filename'; ") == 0 ]]; then
echo "Bpftrace is not yet installed for host $HOST"
fi
done
} < $CLUSTER_FILEPATH
# Check perf-map-agent -> start java process like jconsole -> jmap -> check symbol resolution
}
helpFunction(){
echo "
USAGE:
deploy.sh <function>
<function>:
- keyExchange (0. Exchange SSH Keys to enable passwordless access to worker nodes - requires sshpass)
- initializeProject (1. Initialize the project structure and performance tools on all worker nodes. This will configure java and bpftrace on all worker nodes)
- downloadFrameworks (2. Download redis, kafka, flink, spark, etc. locally on this node)
- deployFrameworks (3. Deploy frameworks on the respective nodes)
- createDefaultConfigs (4. (Re-)Generates a set of default config settings and links them as enabled)
- deployConfigs (5. Deploy all enabled config settings in PROJECT_HOME/conf/enabled/ )
- setParallelism (6. Set parallelization level. All configs will be updated and deployed such as number of workers
and kafka partitions: deploy.sh setParallelism -c <NumberOfCores> -n <NumberOfNodes> -s <SMT Level>
Please note that the number of cores/executors/SMT need to reflect a single node.
E.g. if you have 2 nodes with 1 CPU each you would specify -c 1)
- testInstallation (Test the installation)
- helpFunction (Prints this help screen)
- setSMTLevel INT (Set SMT level on all slaves to INT)
"
}
if [[ $1 = "" ]];
then
helpFunction
else
$@
fi