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Concurrent Neo4j Performance Tests via HTTP + Cypher (usage: ./_run_ab.sh 4 10000 create_plain.json)
Unusable on spinning disk, these results are from an SSD.
1M x create node+rel in 38s, 26k r/s
1M x create 2 nodes, 2 relationships, 2 properties in 47s, 21k r/s -> 80k records / s
1M x create 2 nodes with labels, 2 rels, 0 properties in 140s, 7k r/s
100k x create 100 rel + node -> 10M in 20s, 5k r/s
1M lookups by id in 22s, 43k r/s
1M lookup by id compiled runtime in 21s, 47k r/s
// 1M lookups and return by id in 17s 57k r/s (not found)
{"statements":[{"statement":"CREATE (_0 {type:'Bike'}), (_0)-[:REL]->(_0)"}]}
1000000 = 1M x create node+rel in 38s, 26k r/s
neo@neo:/ssd/ab/test$ sh _run_ab.sh 24 1000000 create_1.json 17474
This is ApacheBench, Version 2.3 <$Revision: 1528965 $>
Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/
Licensed to The Apache Software Foundation, http://www.apache.org/
Benchmarking 127.0.0.1 (be patient)
Completed 100000 requests
Completed 200000 requests
Completed 300000 requests
Completed 400000 requests
Completed 500000 requests
Completed 600000 requests
Completed 700000 requests
Completed 800000 requests
Completed 900000 requests
Completed 1000000 requests
Finished 1000000 requests
Server Software: Jetty(9.2.9.v20150224)
Server Hostname: 127.0.0.1
Server Port: 17474
Document Path: /db/data/transaction/commit
Document Length: 50 bytes
Concurrency Level: 24
Time taken for tests: 37.839 seconds
Complete requests: 1000000
Failed requests: 0
Keep-Alive requests: 1000000
Total transferred: 246000000 bytes
Total body sent: 275000000
HTML transferred: 50000000 bytes
Requests per second: 26427.87 [#/sec] (mean)
Time per request: 0.908 [ms] (mean)
Time per request: 0.038 [ms] (mean, across all concurrent requests)
Transfer rate: 6348.88 [Kbytes/sec] received
7097.33 kb/s sent
13446.21 kb/s total
Connection Times (ms)
min mean[+/-sd] median max
Connect: 0 0 0.0 0 0
Processing: 0 1 2.6 1 886
Waiting: 0 1 2.6 1 886
Total: 0 1 2.6 1 887
Percentage of the requests served within a certain time (ms)
50% 1
66% 1
75% 1
80% 1
90% 1
95% 1
98% 2
99% 3
100% 887 (longest request)
{"statements":[{"statement":"FOREACH (r in range(1,100) | CREATE (_0 {type:'Bike'}), (_0)-[:REL]->(_0))"}]}
100000 x 100 rel + node -> 10M in 20s, 5k r/s
sh _run_ab.sh 24 100000 create_100.json 17474
This is ApacheBench, Version 2.3 <$Revision: 1528965 $>
Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/
Licensed to The Apache Software Foundation, http://www.apache.org/
Benchmarking 127.0.0.1 (be patient)
Completed 10000 requests
Completed 20000 requests
Completed 30000 requests
Completed 40000 requests
Completed 50000 requests
Completed 60000 requests
Completed 70000 requests
Completed 80000 requests
Completed 90000 requests
Completed 100000 requests
Finished 100000 requests
Server Software: Jetty(9.2.9.v20150224)
Server Hostname: 127.0.0.1
Server Port: 17474
Document Path: /db/data/transaction/commit
Document Length: 50 bytes
Concurrency Level: 24
Time taken for tests: 19.933 seconds
Complete requests: 100000
Failed requests: 0
Keep-Alive requests: 100000
Total transferred: 24600000 bytes
Total body sent: 30600000
HTML transferred: 5000000 bytes
Requests per second: 5016.86 [#/sec] (mean)
Time per request: 4.784 [ms] (mean)
Time per request: 0.199 [ms] (mean, across all concurrent requests)
Transfer rate: 1205.22 [Kbytes/sec] received
1499.18 kb/s sent
2704.40 kb/s total
Connection Times (ms)
min mean[+/-sd] median max
Connect: 0 0 0.0 0 1
Processing: 1 5 3.4 4 193
Waiting: 1 5 3.4 4 193
Total: 1 5 3.4 4 194
Percentage of the requests served within a certain time (ms)
50% 4
66% 5
75% 6
80% 6
90% 7
95% 8
98% 10
99% 13
100% 194 (longest request)
{"statements":[{"statement":"MATCH (n:Tag) WHERE n.tagId = 'neo4j' return n"}]}
1M lookups and return by id in 17s 57k r/s
sh _run_ab.sh 24 1000000 simple_lookup_property.json 17474
This is ApacheBench, Version 2.3 <$Revision: 1528965 $>
Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/
Licensed to The Apache Software Foundation, http://www.apache.org/
Benchmarking 127.0.0.1 (be patient)
Completed 100000 requests
Completed 200000 requests
Completed 300000 requests
Completed 400000 requests
Completed 500000 requests
Completed 600000 requests
Completed 700000 requests
Completed 800000 requests
Completed 900000 requests
Completed 1000000 requests
Finished 1000000 requests
Server Software: Jetty(9.2.9.v20150224)
Server Hostname: 127.0.0.1
Server Port: 17474
Document Path: /db/data/transaction/commit
Document Length: 53 bytes
Concurrency Level: 24
Time taken for tests: 17.412 seconds
Complete requests: 1000000
Failed requests: 0
Keep-Alive requests: 1000000
Total transferred: 249000000 bytes
Total body sent: 277000000
HTML transferred: 53000000 bytes
Requests per second: 57430.54 [#/sec] (mean)
Time per request: 0.418 [ms] (mean)
Time per request: 0.017 [ms] (mean, across all concurrent requests)
Transfer rate: 13965.04 [Kbytes/sec] received
15535.41 kb/s sent
29500.46 kb/s total
Connection Times (ms)
min mean[+/-sd] median max
Connect: 0 0 0.0 0 0
Processing: 0 0 0.7 0 24
Waiting: 0 0 0.7 0 24
Total: 0 0 0.7 0 24
Percentage of the requests served within a certain time (ms)
50% 0
66% 0
75% 0
80% 0
90% 1
95% 1
98% 3
99% 4
100% 24 (longest request)
{"statements":[{"statement":"MATCH (n) WHERE id(n) = 10 return id(n)"}]}
1M lookups by id in 22s, 43k r/s
sh _run_ab.sh 24 1000000 simple_lookup.json 17474
This is ApacheBench, Version 2.3 <$Revision: 1528965 $>
Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/
Licensed to The Apache Software Foundation, http://www.apache.org/
Benchmarking 127.0.0.1 (be patient)
Completed 100000 requests
Completed 200000 requests
Completed 300000 requests
Completed 400000 requests
Completed 500000 requests
Completed 600000 requests
Completed 700000 requests
Completed 800000 requests
Completed 900000 requests
Completed 1000000 requests
Finished 1000000 requests
Server Software: Jetty(9.2.9.v20150224)
Server Hostname: 127.0.0.1
Server Port: 17474
Document Path: /db/data/transaction/commit
Document Length: 83 bytes
Concurrency Level: 24
Time taken for tests: 22.859 seconds
Complete requests: 1000000
Failed requests: 0
Keep-Alive requests: 1000000
Total transferred: 279000000 bytes
Total body sent: 270000000
HTML transferred: 83000000 bytes
Requests per second: 43745.61 [#/sec] (mean)
Time per request: 0.549 [ms] (mean)
Time per request: 0.023 [ms] (mean, across all concurrent requests)
Transfer rate: 11918.97 [Kbytes/sec] received
11534.49 kb/s sent
23453.46 kb/s total
Connection Times (ms)
min mean[+/-sd] median max
Connect: 0 0 0.0 0 1
Processing: 0 1 1.0 0 84
Waiting: 0 1 1.0 0 84
Total: 0 1 1.0 0 84
Percentage of the requests served within a certain time (ms)
50% 0
66% 0
75% 1
80% 1
90% 1
95% 1
98% 2
99% 4
100% 84 (longest request)
{"statements":[{"statement":"cypher runtime=compiledExperimentalFeatureNotSupportedForProductionUse MATCH (n) WHERE id(n) = 10 return id(n)"}]}
1M in 21s, 47k r/s
sh _run_ab.sh 24 1000000 simple_lookup_compiled.json 17474
This is ApacheBench, Version 2.3 <$Revision: 1528965 $>
Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/
Licensed to The Apache Software Foundation, http://www.apache.org/
Benchmarking 127.0.0.1 (be patient)
Completed 100000 requests
Completed 200000 requests
Completed 300000 requests
Completed 400000 requests
Completed 500000 requests
Completed 600000 requests
Completed 700000 requests
Completed 800000 requests
Completed 900000 requests
Completed 1000000 requests
Finished 1000000 requests
Server Software: Jetty(9.2.9.v20150224)
Server Hostname: 127.0.0.1
Server Port: 17474
Document Path: /db/data/transaction/commit
Document Length: 83 bytes
Concurrency Level: 24
Time taken for tests: 21.236 seconds
Complete requests: 1000000
Failed requests: 0
Keep-Alive requests: 1000000
Total transferred: 279000000 bytes
Total body sent: 343000000
HTML transferred: 83000000 bytes
Requests per second: 47090.12 [#/sec] (mean)
Time per request: 0.510 [ms] (mean)
Time per request: 0.021 [ms] (mean, across all concurrent requests)
Transfer rate: 12830.22 [Kbytes/sec] received
15773.35 kb/s sent
28603.57 kb/s total
Connection Times (ms)
min mean[+/-sd] median max
Connect: 0 0 0.0 0 1
Processing: 0 1 1.2 0 175
Waiting: 0 1 1.2 0 175
Total: 0 1 1.2 0 175
Percentage of the requests served within a certain time (ms)
50% 0
66% 0
75% 1
80% 1
90% 1
95% 1
98% 2
99% 4
100% 175 (longest request)
{"statements":[{"statement":"CREATE (_0 {type:'Bike'}), (_1 {type:'Wheel'}), (_2 {type:'Wheel'}), (_0)-[:WHEELS]->(_1), (_0)-[:WHEELS]->(_2) RETURN id(_0) AS _0, id(_1) AS _1, id(_2) AS _2","parameters":{},"resultDataContents":["row"]}]}
create 2 nodes, 2 relationships, 2 properties
1M in 47s, 21k r/s -> 80k records / s
sh _run_ab.sh 24 1000000 create_plain.json 17474
This is ApacheBench, Version 2.3 <$Revision: 1528965 $>
Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/
Licensed to The Apache Software Foundation, http://www.apache.org/
Benchmarking 127.0.0.1 (be patient)
Completed 100000 requests
Completed 200000 requests
Completed 300000 requests
Completed 400000 requests
Completed 500000 requests
Completed 600000 requests
Completed 700000 requests
Completed 800000 requests
Completed 900000 requests
Completed 1000000 requests
Finished 1000000 requests
Server Software: Jetty(9.2.9.v20150224)
Server Hostname: 127.0.0.1
Server Port: 17474
Document Path: /db/data/transaction/commit
Document Length: 124 bytes
Concurrency Level: 24
Time taken for tests: 46.195 seconds
Complete requests: 1000000
Failed requests: 0
Keep-Alive requests: 1000000
Total transferred: 321000000 bytes
Total body sent: 438000000
HTML transferred: 124000000 bytes
Requests per second: 21647.37 [#/sec] (mean)
Time per request: 1.109 [ms] (mean)
Time per request: 0.046 [ms] (mean, across all concurrent requests)
Transfer rate: 6785.94 [Kbytes/sec] received
9259.32 kb/s sent
16045.27 kb/s total
Connection Times (ms)
min mean[+/-sd] median max
Connect: 0 0 0.0 0 1
Processing: 0 1 1.0 1 185
Waiting: 0 1 1.0 1 185
Total: 0 1 1.0 1 186
Percentage of the requests served within a certain time (ms)
50% 1
66% 1
75% 1
80% 1
90% 1
95% 2
98% 2
99% 2
100% 186 (longest request)
{"statements":[{"statement":"CREATE (_0:`Bike`), (_1:`Wheel`), (_2:`Wheel`), (_0)-[:WHEELS]->(_1), (_0)-[:WHEELS]->(_2) RETURN id(_0) AS _0, id(_1) AS _1, id(_2) AS _2","parameters":{},"resultDataContents":["row"]}]}neo@neo:/ssd/ab/tes
2 nodes with labels, 2 rels, 0 properties
1M in 140s, 7k r/s
sh _run_ab.sh 24 1000000 create_label.json 17474
This is ApacheBench, Version 2.3 <$Revision: 1528965 $>
Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/
Licensed to The Apache Software Foundation, http://www.apache.org/
Benchmarking 127.0.0.1 (be patient)
Completed 100000 requests
Completed 200000 requests
Completed 300000 requests
Completed 400000 requests
Completed 500000 requests
Completed 600000 requests
Completed 700000 requests
Completed 800000 requests
Completed 900000 requests
Completed 1000000 requests
Finished 1000000 requests
Server Software: Jetty(9.2.9.v20150224)
Server Hostname: 127.0.0.1
Server Port: 17474
Document Path: /db/data/transaction/commit
Document Length: 124 bytes
Concurrency Level: 24
Time taken for tests: 140.759 seconds
Complete requests: 1000000
Failed requests: 0
Keep-Alive requests: 1000000
Total transferred: 321000000 bytes
Total body sent: 416000000
HTML transferred: 124000000 bytes
Requests per second: 7104.33 [#/sec] (mean)
Time per request: 3.378 [ms] (mean)
Time per request: 0.141 [ms] (mean, across all concurrent requests)
Transfer rate: 2227.04 [Kbytes/sec] received
2886.13 kb/s sent
5113.18 kb/s total
Connection Times (ms)
min mean[+/-sd] median max
Connect: 0 0 0.0 0 1
Processing: 2 3 1.5 3 183
Waiting: 1 3 1.5 3 183
Total: 2 3 1.5 3 184
Percentage of the requests served within a certain time (ms)
50% 3
66% 4
75% 4
80% 4
90% 4
95% 5
98% 6
99% 7
100% 184 (longest request)

Usage

Use latest Neo4j for best results, e.g. 2.2.2 or 2.3.0-M02 (http://neo4j.com/download) On a machine with 12 cores use concurrency 24

Create 1 node, 1 rel, 1 property per request, 1M requests

Total: 1M nodes, rels, props

./run_ab.sh 24 1000000 create_1.json

Results

Requests per second: 18881.14 [#/sec] (mean) → 19k nodes, rels, props / s Time taken for tests: 52.963 seconds → 1M / 52s = 19k / s

Server Software:        Jetty(9.2.4.v20141103)
Server Hostname:        127.0.0.1
Server Port:            7474

Document Path:          /db/data/transaction/commit
Document Length:        50 bytes

Concurrency Level:      24
Time taken for tests:   52.963 seconds
Complete requests:      1000000
Failed requests:        0
Keep-Alive requests:    1000000
Total transferred:      246000000 bytes
Total body sent:        276000000
HTML transferred:       50000000 bytes
Requests per second:    18881.14 [#/sec] (mean)
Time per request:       1.271 [ms] (mean)
Time per request:       0.053 [ms] (mean, across all concurrent requests)
Transfer rate:          4535.90 [Kbytes/sec] received
                        5089.06 kb/s sent
                        9624.96 kb/s total

Connection Times (ms)
              min  mean[+/-sd] median   max
Connect:        0    0   0.0      0       1
Processing:     0    1   0.9      1      82
Waiting:        0    1   0.9      1      82
Total:          0    1   0.9      1      82

Percentage of the requests served within a certain time (ms)
  50%      1
  66%      1
  75%      1
  80%      1
  90%      1
  95%      1
  98%      2
  99%      3
 100%     82 (longest request)

create 100 node, 100 rel, 100 props per request, 100k requests

Total 10M nodes, rels, props

./run_ab.sh 24 100000 create_100.json

Results

Requests per second: 4809.64 [#/sec] (mean) → 480k nodes, rels, props / s Time taken for tests: 20.792 seconds → 10M / 21s = 480k / s

Server Software:        Jetty(9.2.4.v20141103)
Server Hostname:        127.0.0.1
Server Port:            7474

Document Path:          /db/data/transaction/commit
Document Length:        60 bytes

Concurrency Level:      24
Time taken for tests:   20.792 seconds
Complete requests:      100000
Failed requests:        0
Keep-Alive requests:    100000
Total transferred:      25600000 bytes
Total body sent:        30700000
HTML transferred:       6000000 bytes
Requests per second:    4809.64 [#/sec] (mean)
Time per request:       4.990 [ms] (mean)
Time per request:       0.208 [ms] (mean, across all concurrent requests)
Transfer rate:          1202.41 [Kbytes/sec] received
                        1441.95 kb/s sent
                        2644.37 kb/s total

Connection Times (ms)
              min  mean[+/-sd] median   max
Connect:        0    0   0.0      0       1
Processing:     1    5   8.3      5     208
Waiting:        1    5   8.3      5     208
Total:          1    5   8.3      5     208

Percentage of the requests served within a certain time (ms)
  50%      5
  66%      5
  75%      5
  80%      5
  90%      6
  95%      7
  98%     11
  99%     12
 100%    208 (longest request)

Lookup by property

./_run_ab.sh 24 100000 simple_lookup_property.json 12474
This is ApacheBench, Version 2.3 <$Revision: 1528965 $>
Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/
Licensed to The Apache Software Foundation, http://www.apache.org/

Benchmarking 127.0.0.1 (be patient)
Completed 10000 requests
Completed 20000 requests
Completed 30000 requests
Completed 40000 requests
Completed 50000 requests
Completed 60000 requests
Completed 70000 requests
Completed 80000 requests
Completed 90000 requests
Completed 100000 requests
Finished 100000 requests


Server Software:        Jetty(9.2.4.v20141103)
Server Hostname:        127.0.0.1
Server Port:            12474

Document Path:          /db/data/transaction/commit
Document Length:        114 bytes

Concurrency Level:      24
Time taken for tests:   3.364 seconds
Complete requests:      100000
Failed requests:        0
Keep-Alive requests:    100000
Total transferred:      31100000 bytes
Total body sent:        31800000
HTML transferred:       11400000 bytes
Requests per second:    29730.25 [#/sec] (mean)
Time per request:       0.807 [ms] (mean)
Time per request:       0.034 [ms] (mean, across all concurrent requests)
Transfer rate:          9029.40 [Kbytes/sec] received
                        9232.64 kb/s sent
                        18262.04 kb/s total

Connection Times (ms)
              min  mean[+/-sd] median   max
Connect:        0    0   0.0      0       1
Processing:     0    1   3.6      1     199
Waiting:        0    1   3.6      1     199
Total:          0    1   3.6      1     199

Percentage of the requests served within a certain time (ms)
  50%      1
  66%      1
  75%      1
  80%      1
  90%      1
  95%      2
  98%      4
  99%      5
 100%    199 (longest request)

Lookup by id

./_run_ab.sh 24 100000 simple_lookup.json 12474
This is ApacheBench, Version 2.3 <$Revision: 1528965 $>
Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/
Licensed to The Apache Software Foundation, http://www.apache.org/

Benchmarking 127.0.0.1 (be patient)
Completed 10000 requests
Completed 20000 requests
Completed 30000 requests
Completed 40000 requests
Completed 50000 requests
Completed 60000 requests
Completed 70000 requests
Completed 80000 requests
Completed 90000 requests
Completed 100000 requests
Finished 100000 requests


Server Software:        Jetty(9.2.4.v20141103)
Server Hostname:        127.0.0.1
Server Port:            12474

Document Path:          /db/data/transaction/commit
Document Length:        69 bytes

Concurrency Level:      24
Time taken for tests:   1.911 seconds
Complete requests:      100000
Failed requests:        0
Keep-Alive requests:    100000
Total transferred:      26500000 bytes
Total body sent:        31100000
HTML transferred:       6900000 bytes
Requests per second:    52318.60 [#/sec] (mean)
Time per request:       0.459 [ms] (mean)
Time per request:       0.019 [ms] (mean, across all concurrent requests)
Transfer rate:          13539.48 [Kbytes/sec] received
                        15889.73 kb/s sent
                        29429.21 kb/s total

Connection Times (ms)
              min  mean[+/-sd] median   max
Connect:        0    0   0.0      0       1
Processing:     0    0   1.7      0      95
Waiting:        0    0   1.7      0      95
Total:          0    0   1.7      0      95

Percentage of the requests served within a certain time (ms)
  50%      0
  66%      0
  75%      1
  80%      1
  90%      1
  95%      1
  98%      1
  99%      1
 100%     95 (longest request)
function run {
echo "{\"statements\":[{\"statement\":\"$1\"}]}" > perf_test.json
echo "Query: $1" >> perf_results.txt
ab -c ${3-4} -n ${2-10000} -p perf_test.json -T application/json -A neo4j:$4 -H accept:application/json http://127.0.0.1:7474/db/data/transaction/commit | tee -a perf_results.txt
}
CONCURRENCY=4
REQUESTS=10000
PWD=admin
echo "Performance Test Northwind: concurrency $CONCURRENCY requests: $REQUESTS " > perf_results.txt
run 'MATCH (c:Category {categoryName:'Produce'})<--(:Product)<--(s:Supplier) RETURN DISTINCT s.companyName as ProduceSuppliers' $REQUESTS $CONCURRENCY $PWD
run 'MATCH (s:Supplier)-->(:Product)-->(c:Category) RETURN s.companyName as Company, collect(distinct c.categoryName) as Categories' $REQUESTS $CONCURRENCY $PWD
run 'MATCH (cust:Customer)-[:PURCHASED]->(:Order)-[o:ORDERS]->(p:Product), (p)-[:PART_OF]->(c:Category {categoryName:"Produce"}) RETURN DISTINCT cust.contactName as CustomerName, SUM(o.quantity) AS TotalProductsPurchased' $REQUESTS $CONCURRENCY $PWD
# usage ./_run_ab.sh 4 10000 create_plain.json
CONCURRENT=${1-10}
REQUESTS=${2-10000}
COMMAND=${3-postquery.json}
PORT=${4-7474}
ab $AB_OPTS -k -c $CONCURRENT -n $REQUESTS -p $COMMAND -T application/json -H accept:application/json http://127.0.0.1:${PORT}/db/data/transaction/commit
{"statements":[{"statement":"CREATE (_0 {type:'Bike'}), (_0)-[:REL]->(_0)"}]}
{"statements":[{"statement":"FOREACH (r in range(1,100) | CREATE (_0 {type:'Bike'}), (_0)-[:REL]->(_0))"}]}
{"statements":[{"statement":"CREATE (_0:`Bike`), (_1:`Wheel`), (_2:`Wheel`), (_0)-[:WHEELS]->(_1), (_0)-[:WHEELS]->(_2) RETURN id(_0) AS _0, id(_1) AS _1, id(_2) AS _2","parameters":{},"resultDataContents":["row"]}]}
{"statements":[{"statement":"CREATE (_0 {type:'Bike'}), (_1 {type:'Wheel'}), (_2 {type:'Wheel'}), (_0)-[:WHEELS]->(_1), (_0)-[:WHEELS]->(_2) RETURN id(_0) AS _0, id(_1) AS _1, id(_2) AS _2","parameters":{},"resultDataContents":["row"]}]}
{"statements":[{"statement":"MATCH (me:User {username:'Kaylee83639'})-[:FRIENDS]-(people:User)-[:FRIENDS]-(fof:User) WHERE me <> fof and not(me)-[:FRIENDS]-(fof) return fof,count(*) as freq order by freq desc limit 10;"}]}
{"statements":[{"statement":"MATCH (me:User {username:'Kaylee83639'})-[:FRIENDS]-(people) RETURN people.username"}]}
{"statements":[{"statement":"MATCH (n) WHERE id(n) = 10 return id(n)"}]}
{"statements":[{"statement":"MATCH (n:Tag) WHERE n.tagId = 'neo4j' return n"}]}
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