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S3 API Benchmark
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10
S3 API Benchmark
chrislu edited this page 2022-07-29 01:40:03 -07:00
Table of Contents
Test setup
Here are some tests on one single computer. However, if you need more performance, you can add filer
and s3
to linearly increase total throughput.
Test with Warp
Warp is a more complete test suite. It needs identity access management. So you would need to configure authentication info with weed s3 -conf=...
or weed filer -s3 -s3.conf=...
. See https://github.com/seaweedfs/seaweedfs/wiki/Amazon-S3-API#authentication
Here is the results from my local laptop written to an external SSD via USB 3.1:
$ warp mixed --host localhost:8333 --access-key some_access_key1 --secret-key some_secret_key1 --duration=1m --obj.size 1024B --concurrent 4
warp: Benchmark data written to "warp-mixed-2021-07-20[010604]-28pi.csv.zst"
Mixed operations.
Operation: DELETE, 10%, Concurrency: 4, Duration: 59s.
* Throughput: 578.41 obj/s
Operation: GET, 45%, Concurrency: 4, Duration: 59s.
* Throughput: 2.54 MiB/s, 2602.54 obj/s
Operation: PUT, 15%, Concurrency: 4, Duration: 59s.
* Throughput: 0.85 MiB/s, 867.63 obj/s
Operation: STAT, 30%, Concurrency: 4, Duration: 59s.
* Throughput: 1735.03 obj/s
Cluster Total: 3.39 MiB/s, 5783.74 obj/s
warp: Cleanup Done.
$ warp mixed --host localhost:8333 --access-key some_access_key1 --secret-key some_secret_key1 --duration=1m --obj.size 102400B --concurrent 4
warp: Benchmark data written to "warp-mixed-2021-07-20[010749]-xFIM.csv.zst"
Mixed operations.
Operation: DELETE, 10%, Concurrency: 4, Duration: 59s.
* Throughput: 344.99 obj/s
Operation: GET, 45%, Concurrency: 4, Duration: 59s.
* Throughput: 151.59 MiB/s, 1552.25 obj/s
Operation: PUT, 15%, Concurrency: 4, Duration: 59s.
* Throughput: 50.54 MiB/s, 517.49 obj/s
Operation: STAT, 30%, Concurrency: 4, Duration: 59s.
* Throughput: 1034.85 obj/s
Cluster Total: 202.13 MiB/s, 3449.58 obj/s
warp: Cleanup Done.
Another test with warp
Here is a user-provided run-warp.sh
file.
#!/bin/bash -e
if [[ "$#" -lt 1 ]]
then
echo "Usage: $0 count [options]"
exit 1
fi
COUNT="$1"
shift
COUNTER=0
while [ $COUNTER -lt $COUNT ]; do
let COUNTER=COUNTER+1
warp client "127.0.0.1:576${COUNTER}" \
1> warp-client-"${COUNTER}".out \
2> warp-client-"${COUNTER}".err &
done
sleep 5
warp "$@" \
--host "localhost:8333" \
--access-key "some_access_key1" --secret-key "some_secret_key1" \
--bucket warp-"${COUNTER}-$(date +%s)" \
--warp-client=127.0.0.1:576{1...$COUNT} \
1> warp.out \
2> warp.err
Start the warp this way:
./run-warp.sh 4 list --concurrent 5 --objects 100000 --obj.size=4KiB --duration 60s
Here is the result:
warp: Benchmark data written to "warp-remote-2020-11-29[165701]-gsYs.csv.zst"
Operation: PUT
* Average: 15.35 MiB/s, 3929.68 obj/s
Throughput, split into 101 x 1s:
* Fastest: 17.1MiB/s, 4387.13 obj/s
* 50% Median: 15.8MiB/s, 4045.38 obj/s
* Slowest: 12.8MiB/s, 3280.82 obj/s
Test with Hotsauce S3 Benchmark
Found this https://github.com/markhpc/hsbench tool which seems easy to use.
Here are my results on my laptop.
benchmark$ hsbench -a accesstoken -s secret -z 4K -d 10 -t 10 -b 10 -u http://localhost:8333 -m "cxipgldx" -bp "hsbench-"
2020/11/17 20:05:51 Hotsauce S3 Benchmark Version 0.1
2020/11/17 20:05:51 Parameters:
2020/11/17 20:05:51 url=http://localhost:8333
2020/11/17 20:05:51 object_prefix=
2020/11/17 20:05:51 bucket_prefix=hsbench-
2020/11/17 20:05:51 region=us-east-1
2020/11/17 20:05:51 modes=cxipgldx
2020/11/17 20:05:51 output=
2020/11/17 20:05:51 json_output=
2020/11/17 20:05:51 max_keys=1000
2020/11/17 20:05:51 object_count=-1
2020/11/17 20:05:51 bucket_count=10
2020/11/17 20:05:51 duration=10
2020/11/17 20:05:51 threads=10
2020/11/17 20:05:51 loops=1
2020/11/17 20:05:51 size=4K
2020/11/17 20:05:51 interval=1.000000
2020/11/17 20:05:51 Running Loop 0 BUCKET CLEAR TEST
2020/11/17 20:05:51 Loop: 0, Int: TOTAL, Dur(s): 0.0, Mode: BCLR, Ops: 0, MB/s: 0.00, IO/s: 0, Lat(ms): [ min: 0.0, avg: 0.0, 99%: 0.0, max: 0.0 ], Slowdowns: 0
2020/11/17 20:05:51 Running Loop 0 BUCKET DELETE TEST
2020/11/17 20:05:51 Loop: 0, Int: TOTAL, Dur(s): 0.0, Mode: BDEL, Ops: 0, MB/s: 0.00, IO/s: 0, Lat(ms): [ min: 0.0, avg: 0.0, 99%: 0.0, max: 0.0 ], Slowdowns: 0
2020/11/17 20:05:51 Running Loop 0 BUCKET INIT TEST
2020/11/17 20:05:51 Loop: 0, Int: TOTAL, Dur(s): 0.0, Mode: BINIT, Ops: 10, MB/s: 0.00, IO/s: 3166, Lat(ms): [ min: 1.8, avg: 2.7, 99%: 3.0, max: 3.0 ], Slowdowns: 0
2020/11/17 20:05:51 Running Loop 0 OBJECT PUT TEST
2020/11/17 20:05:52 Loop: 0, Int: 0, Dur(s): 1.0, Mode: PUT, Ops: 3641, MB/s: 14.22, IO/s: 3641, Lat(ms): [ min: 1.4, avg: 2.7, 99%: 7.3, max: 91.6 ], Slowdowns: 0
2020/11/17 20:05:53 Loop: 0, Int: 1, Dur(s): 1.0, Mode: PUT, Ops: 3986, MB/s: 15.57, IO/s: 3986, Lat(ms): [ min: 1.4, avg: 2.5, 99%: 5.6, max: 24.9 ], Slowdowns: 0
2020/11/17 20:05:54 Loop: 0, Int: 2, Dur(s): 1.0, Mode: PUT, Ops: 4091, MB/s: 15.98, IO/s: 4091, Lat(ms): [ min: 1.4, avg: 2.4, 99%: 5.4, max: 20.0 ], Slowdowns: 0
2020/11/17 20:05:55 Loop: 0, Int: 3, Dur(s): 1.0, Mode: PUT, Ops: 4011, MB/s: 15.67, IO/s: 4011, Lat(ms): [ min: 1.4, avg: 2.5, 99%: 5.6, max: 20.6 ], Slowdowns: 0
2020/11/17 20:05:56 Loop: 0, Int: 4, Dur(s): 1.0, Mode: PUT, Ops: 4145, MB/s: 16.19, IO/s: 4145, Lat(ms): [ min: 1.1, avg: 2.4, 99%: 5.8, max: 19.3 ], Slowdowns: 0
2020/11/17 20:05:57 Loop: 0, Int: 5, Dur(s): 1.0, Mode: PUT, Ops: 3648, MB/s: 14.25, IO/s: 3648, Lat(ms): [ min: 1.2, avg: 2.7, 99%: 7.4, max: 22.5 ], Slowdowns: 0
2020/11/17 20:05:58 Loop: 0, Int: 6, Dur(s): 1.0, Mode: PUT, Ops: 2978, MB/s: 11.63, IO/s: 2978, Lat(ms): [ min: 1.4, avg: 3.4, 99%: 9.8, max: 45.6 ], Slowdowns: 0
2020/11/17 20:05:59 Loop: 0, Int: 7, Dur(s): 1.0, Mode: PUT, Ops: 3287, MB/s: 12.84, IO/s: 3287, Lat(ms): [ min: 1.5, avg: 3.0, 99%: 9.0, max: 23.7 ], Slowdowns: 0
2020/11/17 20:06:00 Loop: 0, Int: 8, Dur(s): 1.0, Mode: PUT, Ops: 3201, MB/s: 12.50, IO/s: 3201, Lat(ms): [ min: 1.6, avg: 3.1, 99%: 8.4, max: 20.7 ], Slowdowns: 0
2020/11/17 20:06:01 Loop: 0, Int: 9, Dur(s): 1.0, Mode: PUT, Ops: 3317, MB/s: 12.96, IO/s: 3317, Lat(ms): [ min: 1.4, avg: 3.0, 99%: 8.0, max: 20.1 ], Slowdowns: 0
2020/11/17 20:06:01 Loop: 0, Int: TOTAL, Dur(s): 10.0, Mode: PUT, Ops: 36315, MB/s: 14.18, IO/s: 3631, Lat(ms): [ min: 1.1, avg: 2.7, 99%: 7.2, max: 91.6 ], Slowdowns: 0
2020/11/17 20:06:01 Running Loop 0 OBJECT GET TEST
2020/11/17 20:06:02 Loop: 0, Int: 0, Dur(s): 1.0, Mode: GET, Ops: 3724, MB/s: 14.55, IO/s: 3724, Lat(ms): [ min: 1.3, avg: 2.6, 99%: 4.9, max: 19.3 ], Slowdowns: 0
2020/11/17 20:06:03 Loop: 0, Int: 1, Dur(s): 1.0, Mode: GET, Ops: 4236, MB/s: 16.55, IO/s: 4236, Lat(ms): [ min: 1.0, avg: 2.3, 99%: 4.0, max: 24.3 ], Slowdowns: 0
2020/11/17 20:06:04 Loop: 0, Int: 2, Dur(s): 1.0, Mode: GET, Ops: 4303, MB/s: 16.81, IO/s: 4303, Lat(ms): [ min: 1.0, avg: 2.3, 99%: 4.0, max: 33.6 ], Slowdowns: 0
2020/11/17 20:06:05 Loop: 0, Int: 3, Dur(s): 1.0, Mode: GET, Ops: 4613, MB/s: 18.02, IO/s: 4613, Lat(ms): [ min: 1.2, avg: 2.1, 99%: 3.5, max: 25.9 ], Slowdowns: 0
2020/11/17 20:06:06 Loop: 0, Int: 4, Dur(s): 1.0, Mode: GET, Ops: 4461, MB/s: 17.43, IO/s: 4461, Lat(ms): [ min: 1.2, avg: 2.2, 99%: 3.1, max: 32.7 ], Slowdowns: 0
2020/11/17 20:06:07 Loop: 0, Int: 5, Dur(s): 1.0, Mode: GET, Ops: 4169, MB/s: 16.29, IO/s: 4169, Lat(ms): [ min: 1.0, avg: 2.4, 99%: 4.2, max: 27.5 ], Slowdowns: 0
2020/11/17 20:06:08 Loop: 0, Int: 6, Dur(s): 1.0, Mode: GET, Ops: 4121, MB/s: 16.10, IO/s: 4121, Lat(ms): [ min: 1.1, avg: 2.4, 99%: 3.7, max: 5.7 ], Slowdowns: 0
2020/11/17 20:06:09 Loop: 0, Int: 7, Dur(s): 1.0, Mode: GET, Ops: 3300, MB/s: 12.89, IO/s: 3300, Lat(ms): [ min: 1.4, avg: 3.0, 99%: 4.5, max: 8.8 ], Slowdowns: 0
2020/11/17 20:06:10 Loop: 0, Int: TOTAL, Dur(s): 9.0, Mode: GET, Ops: 36315, MB/s: 15.77, IO/s: 4038, Lat(ms): [ min: 1.0, avg: 2.4, 99%: 4.1, max: 33.6 ], Slowdowns: 0
2020/11/17 20:06:10 Running Loop 0 BUCKET LIST TEST
2020/11/17 20:06:10 Loop: 0, Int: TOTAL, Dur(s): 0.3, Mode: LIST, Ops: 40, MB/s: 0.00, IO/s: 133, Lat(ms): [ min: 45.5, avg: 73.1, 99%: 93.6, max: 93.6 ], Slowdowns: 0
2020/11/17 20:06:10 Running Loop 0 OBJECT DELETE TEST
2020/11/17 20:06:11 Loop: 0, Int: 0, Dur(s): 1.0, Mode: DEL, Ops: 5388, MB/s: 21.05, IO/s: 5388, Lat(ms): [ min: 0.7, avg: 1.8, 99%: 4.5, max: 99.4 ], Slowdowns: 0
2020/11/17 20:06:12 Loop: 0, Int: 1, Dur(s): 1.0, Mode: DEL, Ops: 6375, MB/s: 24.90, IO/s: 6375, Lat(ms): [ min: 0.8, avg: 1.6, 99%: 3.0, max: 8.6 ], Slowdowns: 0
2020/11/17 20:06:13 Loop: 0, Int: 2, Dur(s): 1.0, Mode: DEL, Ops: 3709, MB/s: 14.49, IO/s: 3709, Lat(ms): [ min: 0.8, avg: 2.7, 99%: 12.1, max: 17.1 ], Slowdowns: 0
2020/11/17 20:06:14 Loop: 0, Int: 3, Dur(s): 1.0, Mode: DEL, Ops: 1495, MB/s: 5.84, IO/s: 1495, Lat(ms): [ min: 0.8, avg: 6.7, 99%: 14.5, max: 17.9 ], Slowdowns: 0
2020/11/17 20:06:15 Loop: 0, Int: 4, Dur(s): 1.0, Mode: DEL, Ops: 1437, MB/s: 5.61, IO/s: 1437, Lat(ms): [ min: 0.9, avg: 7.0, 99%: 15.6, max: 17.7 ], Slowdowns: 0
2020/11/17 20:06:16 Loop: 0, Int: 5, Dur(s): 1.0, Mode: DEL, Ops: 1360, MB/s: 5.31, IO/s: 1360, Lat(ms): [ min: 0.9, avg: 7.3, 99%: 15.8, max: 25.9 ], Slowdowns: 0
2020/11/17 20:06:18 Loop: 0, Int: 6, Dur(s): 1.0, Mode: DEL, Ops: 1289, MB/s: 5.04, IO/s: 1289, Lat(ms): [ min: 0.8, avg: 7.4, 99%: 17.6, max: 29.5 ], Slowdowns: 0
2020/11/17 20:06:18 Loop: 0, Int: 7, Dur(s): 1.0, Mode: DEL, Ops: 313, MB/s: 1.22, IO/s: 313, Lat(ms): [ min: 0.8, avg: 33.1, 99%: 822.3, max: 823.5 ], Slowdowns: 0
2020/11/17 20:06:19 Loop: 0, Int: 8, Dur(s): 1.0, Mode: DEL, Ops: 1320, MB/s: 5.16, IO/s: 1320, Lat(ms): [ min: 1.0, avg: 7.6, 99%: 16.9, max: 19.6 ], Slowdowns: 0
2020/11/17 20:06:20 Loop: 0, Int: 9, Dur(s): 1.0, Mode: DEL, Ops: 1270, MB/s: 4.96, IO/s: 1270, Lat(ms): [ min: 1.0, avg: 7.9, 99%: 19.5, max: 29.7 ], Slowdowns: 0
2020/11/17 20:06:20 Loop: 0, Int: TOTAL, Dur(s): 10.0, Mode: DEL, Ops: 23966, MB/s: 9.36, IO/s: 2396, Lat(ms): [ min: 0.7, avg: 4.2, 99%: 15.3, max: 823.5 ], Slowdowns: 0
2020/11/17 20:06:20 Running Loop 0 BUCKET DELETE TEST
2020/11/17 20:06:21 Loop: 0, Int: TOTAL, Dur(s): 0.4, Mode: BDEL, Ops: 10, MB/s: 0.00, IO/s: 24, Lat(ms): [ min: 371.6, avg: 407.9, 99%: 421.6, max: 421.6 ], Slowdowns: 0
benchmark$
Introduction
API
Configuration
- Replication
- Store file with a Time To Live
- Failover Master Server
- Erasure coding for warm storage
- Server Startup Setup
- Environment Variables
Filer
- Filer Setup
- Directories and Files
- Data Structure for Large Files
- Filer Data Encryption
- Filer Commands and Operations
- Filer JWT Use
Filer Stores
- Filer Cassandra Setup
- Filer Redis Setup
- Super Large Directories
- Path-Specific Filer Store
- Choosing a Filer Store
- Customize Filer Store
Advanced Filer Configurations
- Migrate to Filer Store
- Add New Filer Store
- Filer Store Replication
- Filer Active Active cross cluster continuous synchronization
- Filer as a Key-Large-Value Store
- Path Specific Configuration
- Filer Change Data Capture
FUSE Mount
WebDAV
Cloud Drive
- Cloud Drive Benefits
- Cloud Drive Architecture
- Configure Remote Storage
- Mount Remote Storage
- Cache Remote Storage
- Cloud Drive Quick Setup
- Gateway to Remote Object Storage
AWS S3 API
- Amazon S3 API
- AWS CLI with SeaweedFS
- s3cmd with SeaweedFS
- rclone with SeaweedFS
- restic with SeaweedFS
- nodejs with Seaweed S3
- S3 API Benchmark
- S3 API FAQ
- S3 Bucket Quota
- S3 API Audit log
- S3 Nginx Proxy
- Docker Compose for S3
AWS IAM
Machine Learning
HDFS
- Hadoop Compatible File System
- run Spark on SeaweedFS
- run HBase on SeaweedFS
- run Presto on SeaweedFS
- Hadoop Benchmark
- HDFS via S3 connector
Replication and Backup
- Async Replication to another Filer [Deprecated]
- Async Backup
- Async Filer Metadata Backup
- Async Replication to Cloud [Deprecated]
- Kubernetes Backups and Recovery with K8up
Messaging
Use Cases
Operations
Advanced
- Large File Handling
- Optimization
- Volume Management
- Tiered Storage
- Cloud Tier
- Cloud Monitoring
- Load Command Line Options from a file
- SRV Service Discovery
- Volume Files Structure