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hanahmily pushed a commit to branch index
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The following commit(s) were added to refs/heads/index by this push:
new b13b5098 Update metrics stress test
b13b5098 is described below
commit b13b5098baa97923fb7763fb540544453175e79f
Author: Gao Hongtao <[email protected]>
AuthorDate: Fri Nov 15 06:28:43 2024 +0000
Update metrics stress test
Signed-off-by: Gao Hongtao <[email protected]>
---
test/stress/istio/report.md | 178 ++++++------
test/stress/istio/testdata/metrics/data.csv | 307 +++++++++++----------
.../stress/istio/testdata/metrics/intermediate.csv | 18 +-
test/stress/istio/testdata/metrics/result.csv | 28 +-
4 files changed, 265 insertions(+), 266 deletions(-)
diff --git a/test/stress/istio/report.md b/test/stress/istio/report.md
index 8089e50f..28ba80cc 100644
--- a/test/stress/istio/report.md
+++ b/test/stress/istio/report.md
@@ -16,122 +16,120 @@ VUS: 8192
Machine and OS information:
-- CPU: CPU: AMD EPYC 7B12, VendorID: AuthenticAMD, Family: 23, Model: 49,
Cores: 8
-- Memory: Total: 47176 MB
-- OS: OS: linux, Platform: ubuntu, Platform Family: debian, Platform Version:
21.04
+- CPU: CPU: AMD EPYC 7B13, VendorID: AuthenticAMD, Family: 25, Model: 1,
Cores: 16
+- Memory: Total: 15986 MB
+- OS: OS: linux, Platform: ubuntu, Platform Family: debian, Platform Version:
24.04
## Result
-written 16186000 items in 38m38.657047557s
-throughput: 6980.765015 items/s
-throughput(kb/s) 1786.494948
-latency: 2ns
+written 16186000 items in 38m25.757182449s
+throughput: 7019.819833 items/s
+throughput(kb/s) 1796.489734
+latency: 167.193µs
-The Memory and Disk usage is improved due to moving indexed value from data
files to index files.
+CPU and Memory usage are improved due to reducing the updates of the index.
### Problem
-Memory: Series Index(bluge) index building took most of the memory.
-
-CPU: As memory's part, Series Index(bluge) index building took most of the CPU.
-
-Next step: Optimize the Series Index(bluge) index building.
+Series Index Searching took most of the time. Add a cache would be helpful.
## CPU
-CPU 95th-percentile: 1.24 cores (8 cores in total)
+CPU 95th-percentile: 0.75 cores (16 cores in total)
```bash
-Showing top 10 nodes out of 326
+Showing top 10 nodes out of 301
flat flat% sum% cum cum%
- 229.15s 7.80% 7.80% 229.15s 7.80% runtime/internal/syscall.Syscall6
- 152.36s 5.18% 12.98% 436.89s 14.86% runtime.mallocgc
- 107.72s 3.66% 16.64% 321.02s 10.92% runtime.scanobject
- 93.73s 3.19% 19.83% 179.11s 6.09%
github.com/blevesearch/vellum.registryCache.entry
- 87.88s 2.99% 22.82% 104.15s 3.54% runtime.findObject
- 68.76s 2.34% 25.16% 68.96s 2.35%
github.com/blevesearch/vellum.(*builderNode).equiv (inline)
- 56.29s 1.91% 27.08% 56.29s 1.91% runtime.nextFreeFast (inline)
- 49.87s 1.70% 28.77% 49.87s 1.70% runtime.memmove
- 46.09s 1.57% 30.34% 69.86s 2.38% runtime.(*mspan).writeHeapBitsSmall
- 45.67s 1.55% 31.89% 45.67s 1.55% runtime.memclrNoHeapPointers
+ 335.22s 18.10% 18.10% 335.22s 18.10% internal/runtime/syscall.Syscall6
+ 75.99s 4.10% 22.20% 225.86s 12.19% runtime.mallocgc
+ 43.86s 2.37% 24.57% 48.40s 2.61%
github.com/blevesearch/vellum.(*fstStateV1).atSingle
+ 39.80s 2.15% 26.72% 39.80s 2.15% runtime.memmove
+ 39.45s 2.13% 28.85% 39.45s 2.13% runtime.usleep
+ 36.23s 1.96% 30.80% 218.49s 11.80%
github.com/blevesearch/vellum.(*FST).get
+ 32.43s 1.75% 32.56% 32.43s 1.75% runtime.nextFreeFast (inline)
+ 30.64s 1.65% 34.21% 30.64s 1.65% runtime.futex
+ 28.75s 1.55% 35.76% 148.49s 8.02%
github.com/blevesearch/vellum.(*decoderV1).stateAt
+ 27.72s 1.50% 37.26% 27.72s 1.50% runtime.memclrNoHeapPointers
```
## Heap Profile
-`alloc_bytes` 95th-percentile: 947.97 MB.
-`heap_inuse_bytes` 95th-percentile: 1.10 GB.
-`sys_bytes` 95th-percentile: 1.75 GB.
-`stack_inuse_bytes` 95th-percentile: 20.58 MB.
+`alloc_bytes` 95th-percentile: 431.5 MB.
+`heap_inuse_bytes` 95th-percentile: 452.97 GB.
+`sys_bytes` 95th-percentile: 892.03 GB.
+`stack_inuse_bytes` 95th-percentile: 2.35 MB.
```bash
-Showing top 10 nodes out of 225
+Showing top 10 nodes out of 238
flat flat% sum% cum cum%
- 32.36GB 9.63% 9.63% 32.36GB 9.63%
github.com/blevesearch/vellum.(*unfinishedNodes).get
- 26.01GB 7.74% 17.36% 26.01GB 7.74% reflect.New
- 16.32GB 4.86% 22.22% 16.32GB 4.86%
github.com/blevesearch/vellum.(*builderNodePool).Get
- 13.81GB 4.11% 26.33% 13.81GB 4.11%
github.com/apache/skywalking-banyandb/banyand/measure.(*blockPointer).append
- 13.74GB 4.09% 30.42% 13.74GB 4.09%
github.com/blugelabs/bluge/analysis.TokenFrequency
- 12.63GB 3.76% 34.17% 12.63GB 3.76%
github.com/blugelabs/ice.(*interim).processDocument.func1.1
- 10.44GB 3.11% 37.28% 10.44GB 3.11%
github.com/blevesearch/vellum.(*builderNodeUnfinished).lastCompiled
- 9.42GB 2.80% 40.08% 9.42GB 2.80% bytes.growSlice
- 8.57GB 2.55% 42.63% 22.18GB 6.60%
github.com/apache/skywalking-banyandb/banyand/measure.(*writeCallback).handle
- 8.40GB 2.50% 45.13% 8.40GB 2.50%
github.com/RoaringBitmap/roaring.(*Bitmap).Iterator
+ 27.77GB 12.09% 12.09% 27.77GB 12.09% reflect.New
+ 22.72GB 9.89% 21.98% 22.72GB 9.89%
github.com/blugelabs/bluge.Identifier.Term
+ 8.50GB 3.70% 25.68% 8.50GB 3.70%
github.com/blevesearch/vellum.(*decoderV1).stateAt
+ 7.54GB 3.28% 28.96% 54.19GB 23.59%
github.com/apache/skywalking-banyandb/test/stress/istio.ReadAndWriteFromFile.func4
+ 7.53GB 3.28% 32.23% 22.32GB 9.72%
github.com/apache/skywalking-banyandb/banyand/measure.(*writeCallback).handle
+ 6.57GB 2.86% 35.09% 6.57GB 2.86% strings.(*Builder).grow
+ 5.39GB 2.34% 37.44% 5.69GB 2.48%
google.golang.org/protobuf/proto.MarshalOptions.marshal
+ 5.30GB 2.30% 39.74% 5.30GB 2.30%
google.golang.org/protobuf/internal/encoding/json.(*Decoder).parseString
+ 4.95GB 2.15% 41.90% 4.95GB 2.16%
github.com/klauspost/compress/s2.encodeBlockBetter
+ 4.71GB 2.05% 43.95% 4.71GB 2.05%
github.com/apache/skywalking-banyandb/banyand/measure.fastFieldAppend
```
## Disk Usage
```bash
-measure: 368 MB
-measure/measure-default: 182 MB
-measure/measure-default/seg-20240731: 182 MB
-measure/measure-default/seg-20240731/shard-0: 147 MB
-measure/measure-default/seg-20240731/shard-0/0000000000001b5c: 75 MB
-measure/measure-default/seg-20240731/shard-0/0000000000001c0b: 76 kB
-measure/measure-default/seg-20240731/shard-0/0000000000001c6c: 41 kB
-measure/measure-default/seg-20240731/shard-0/0000000000001d37: 24 MB
-measure/measure-default/seg-20240731/shard-0/0000000000001dae: 80 kB
-measure/measure-default/seg-20240731/shard-0/0000000000001edc: 22 MB
-measure/measure-default/seg-20240731/shard-0/0000000000001fad: 91 kB
-measure/measure-default/seg-20240731/shard-0/0000000000001fb1: 218 kB
-measure/measure-default/seg-20240731/shard-0/0000000000002018: 588 kB
-measure/measure-default/seg-20240731/shard-0/0000000000002078: 23 MB
-measure/measure-default/seg-20240731/shard-0/0000000000002081: 879 kB
-measure/measure-default/seg-20240731/sidx: 36 MB
-measure/measure-minute: 185 MB
-measure/measure-minute/seg-20240731: 185 MB
-measure/measure-minute/seg-20240731/shard-0: 80 MB
-measure/measure-minute/seg-20240731/shard-0/0000000000000e4d: 52 MB
-measure/measure-minute/seg-20240731/shard-0/0000000000000f21: 9.3 MB
-measure/measure-minute/seg-20240731/shard-0/0000000000000ff8: 9.4 MB
-measure/measure-minute/seg-20240731/shard-0/0000000000001068: 296 kB
-measure/measure-minute/seg-20240731/shard-0/00000000000010cd: 9.1 MB
-measure/measure-minute/seg-20240731/shard-1: 82 MB
-measure/measure-minute/seg-20240731/shard-1/0000000000000de3: 51 MB
-measure/measure-minute/seg-20240731/shard-1/0000000000000ead: 9.6 MB
-measure/measure-minute/seg-20240731/shard-1/0000000000000f82: 9.1 MB
-measure/measure-minute/seg-20240731/shard-1/0000000000000fb0: 2.1 MB
-measure/measure-minute/seg-20240731/shard-1/0000000000000fe0: 2.3 MB
-measure/measure-minute/seg-20240731/shard-1/0000000000000fe6: 1.4 MB
-measure/measure-minute/seg-20240731/shard-1/0000000000000fe9: 162 kB
-measure/measure-minute/seg-20240731/shard-1/0000000000000ff1: 383 kB
-measure/measure-minute/seg-20240731/shard-1/0000000000001017: 1.8 MB
-measure/measure-minute/seg-20240731/shard-1/000000000000101b: 229 kB
-measure/measure-minute/seg-20240731/shard-1/0000000000001053: 2.8 MB
-measure/measure-minute/seg-20240731/shard-1/0000000000001057: 231 kB
-measure/measure-minute/seg-20240731/shard-1/0000000000001058: 74 kB
-measure/measure-minute/seg-20240731/shard-1/0000000000001063: 477 kB
-measure/measure-minute/seg-20240731/sidx: 24 MB
+measure: 562 MB
+measure/measure-default: 303 MB
+measure/measure-default/seg-20241115: 303 MB
+measure/measure-default/seg-20241115/shard-0: 271 MB
+measure/measure-default/seg-20241115/shard-0/0000000000000b08: 83 MB
+measure/measure-default/seg-20241115/shard-0/00000000000014bb: 80 MB
+measure/measure-default/seg-20241115/shard-0/0000000000001e6b: 143 kB
+measure/measure-default/seg-20241115/shard-0/0000000000001e6d: 329 kB
+measure/measure-default/seg-20241115/shard-0/0000000000001e6e: 78 kB
+measure/measure-default/seg-20241115/shard-0/0000000000001f35: 83 MB
+measure/measure-default/seg-20241115/shard-0/0000000000001f75: 4.5 MB
+measure/measure-default/seg-20241115/shard-0/0000000000001ff7: 9.2 MB
+measure/measure-default/seg-20241115/shard-0/0000000000002009: 150 kB
+measure/measure-default/seg-20241115/shard-0/0000000000002045: 11 MB
+measure/measure-default/seg-20241115/sidx: 32 MB
+measure/measure-minute: 259 MB
+measure/measure-minute/seg-20241115: 259 MB
+measure/measure-minute/seg-20241115/shard-0: 120 MB
+measure/measure-minute/seg-20241115/shard-0/00000000000004d4: 33 MB
+measure/measure-minute/seg-20241115/shard-0/00000000000009c5: 34 MB
+measure/measure-minute/seg-20241115/shard-0/0000000000000bc9: 59 kB
+measure/measure-minute/seg-20241115/shard-0/0000000000000f2c: 35 MB
+measure/measure-minute/seg-20241115/shard-0/0000000000000f8f: 2.9 MB
+measure/measure-minute/seg-20241115/shard-0/0000000000000f96: 60 kB
+measure/measure-minute/seg-20241115/shard-0/0000000000000fb8: 5.5 MB
+measure/measure-minute/seg-20241115/shard-0/0000000000000ff6: 2.8 MB
+measure/measure-minute/seg-20241115/shard-0/0000000000000ff7: 60 kB
+measure/measure-minute/seg-20241115/shard-0/000000000000101e: 1.8 MB
+measure/measure-minute/seg-20241115/shard-0/0000000000001067: 3.3 MB
+measure/measure-minute/seg-20241115/shard-0/000000000000106a: 114 kB
+measure/measure-minute/seg-20241115/shard-0/000000000000107f: 1.2 MB
+measure/measure-minute/seg-20241115/shard-1: 116 MB
+measure/measure-minute/seg-20241115/shard-1/0000000000000515: 35 MB
+measure/measure-minute/seg-20241115/shard-1/0000000000000a5c: 36 MB
+measure/measure-minute/seg-20241115/shard-1/0000000000000da4: 369 kB
+measure/measure-minute/seg-20241115/shard-1/0000000000000e67: 116 kB
+measure/measure-minute/seg-20241115/shard-1/0000000000000f34: 34 MB
+measure/measure-minute/seg-20241115/shard-1/0000000000000fa1: 264 kB
+measure/measure-minute/seg-20241115/shard-1/0000000000000ffc: 116 kB
+measure/measure-minute/seg-20241115/shard-1/0000000000000ffd: 59 kB
+measure/measure-minute/seg-20241115/shard-1/0000000000001030: 11 MB
+measure/measure-minute/seg-20241115/sidx: 23 MB
```
## Disk IO
-| Metric | 95th-percentile per second |
-|---------------------|-----------------------------|
-| read_count | 0.010000 |
-| merged_read_count | 0.000000 |
-| write_count | 20.978333 |
-| merged_write_count | 25.373333 |
-| read_bytes | 40.960000 |
-| write_bytes | 2603731.626667 |
-| io_time(ms) | 13.360000 |
-| weighted_io(ms) | 60.828333 |
+| Metric | 95th-percentile per second |
+|---------------------|----------------------------|
+| read_count | 0.06333 |
+| merged_read_count | 0.000000 |
+| write_count | 14.873333 |
+| merged_write_count | 16.700000 |
+| read_bytes | 996.693333 |
+| write_bytes | 1689586.346667 |
+| io_time(ms) | 7.486667 |
+| weighted_io(ms) | 121.133333 |
diff --git a/test/stress/istio/testdata/metrics/data.csv
b/test/stress/istio/testdata/metrics/data.csv
index 3b96410d..0e20b4f0 100644
--- a/test/stress/istio/testdata/metrics/data.csv
+++ b/test/stress/istio/testdata/metrics/data.csv
@@ -1,153 +1,154 @@
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diff --git a/test/stress/istio/testdata/metrics/intermediate.csv
b/test/stress/istio/testdata/metrics/intermediate.csv
index 46304636..973552fa 100644
--- a/test/stress/istio/testdata/metrics/intermediate.csv
+++ b/test/stress/istio/testdata/metrics/intermediate.csv
@@ -1,9 +1,9 @@
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[...]
+write_count,rate[5m],19.15,13.23,13.97,13.966666666666667,13.98,9.996666666666666,9.686666666666667,10.64,10.756666666666666,9.496666666666666,9.75,10.33,10.326666666666666,9.366666666666667,10.006666666666666,11.386666666666667,11.936666666666667,10.796666666666667,10.65,11.38,11.436666666666667,10.363333333333333,12.3,12.48,12.533333333333333,11.646666666666667,14.91,15.193333333333333,15.396666666666667,14.836666666666666,14.376666666666667,15.916666666666666,15.986666666666666,15.04,
[...]
+merged_read_count,rate[5m],0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+read_count,rate[5m],0.61,0.05,0.05,0.02666666666666667,0.02666666666666667,0.023333333333333334,0.023333333333333334,0.023333333333333334,0.023333333333333334,0.023333333333333334,0.023333333333333334,0.023333333333333334,0.023333333333333334,0,0.03,0.06,0.06,0.06,0.06,0.06333333333333334,0.06333333333333334,0.06333333333333334,0.06333333333333334,0.06333333333333334,0.06333333333333334,0.06333333333333334,0.06333333333333334,0.06333333333333334,0.06333333333333334,0.06333333333333334,0.
[...]
+process_cpu_seconds_total,rate[5m],0.7889666666666667,0.6147333333333332,0.7205000000000001,0.7329999999999999,0.733,0.6234666666666666,0.7028666666666668,0.7327333333333333,0.7327666666666666,0.5991000000000001,0.6992666666666666,0.7377333333333334,0.7377333333333334,0.6163333333333334,0.7236666666666666,0.7401333333333332,0.7401000000000001,0.621,0.6988333333333333,0.7290999999999999,0.7290666666666668,0.5989666666666664,0.7423333333333335,0.7440333333333332,0.7440333333333334,0.626333
[...]
diff --git a/test/stress/istio/testdata/metrics/result.csv
b/test/stress/istio/testdata/metrics/result.csv
index 0c459e72..0a64f290 100644
--- a/test/stress/istio/testdata/metrics/result.csv
+++ b/test/stress/istio/testdata/metrics/result.csv
@@ -1,16 +1,16 @@
Metric Name, Min, Max, Mean, Median, P90, P95, P98, P99
-go_memstats_alloc_bytes, 194574488.000000, 1219366472.000000,
636633944.000000, 638610360.000000, 903115996.000000, 1009815720.000000,
1123834736.000000, 1129067512.000000
-go_memstats_heap_inuse_bytes, 270991360.000000, 1269211136.000000,
752114105.725490, 736362496.000000, 1068589056.000000, 1184641024.000000,
1226076160.000000, 1239941120.000000
-go_memstats_sys_bytes, 677992856.000000, 1834329256.000000, 1277992721.307189,
1237026328.000000, 1722618512.000000, 1816863912.000000, 1825809576.000000,
1834329256.000000
-go_memstats_stack_inuse_bytes, 3866624.000000, 21168128.000000,
12528512.836601, 13107200.000000, 18759680.000000, 19988480.000000,
20447232.000000, 20725760.000000
-process_cpu_seconds_total, 0.989233, 1.302133, 1.177522, 1.215433, 1.254483,
1.257000, 1.299900, 1.301167
-disk_used, 314598531072.000000, 315101392896.000000, 314877542801.568604,
314868518912.000000, 315058540544.000000, 315079880704.000000,
315091447808.000000, 315101392896.000000
-disk_total, 532622512128.000000, 532622512128.000000, 532622512128.000000,
532622512128.000000, 532622512128.000000, 532622512128.000000,
532622512128.000000, 532622512128.000000
-read_count, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000,
0.000000, 0.000000
+go_memstats_alloc_bytes, 208037424.000000, 438670808.000000, 336485138.909091,
337454620.000000, 415208472.000000, 431504172.000000, 436471620.000000,
437487416.000000
+go_memstats_heap_inuse_bytes, 242704384.000000, 466272256.000000,
365532412.675325, 367603712.000000, 440102912.000000, 452972544.000000,
463339520.000000, 464506880.000000
+go_memstats_sys_bytes, 891505096.000000, 892029384.000000, 891923845.506493,
892029384.000000, 892029384.000000, 892029384.000000, 892029384.000000,
892029384.000000
+go_memstats_stack_inuse_bytes, 2162688.000000, 2392064.000000, 2280354.909091,
2293760.000000, 2326528.000000, 2359296.000000, 2359296.000000, 2375680.000000
+process_cpu_seconds_total, 0.567533, 0.788967, 0.693620, 0.713433, 0.744500,
0.755750, 0.762100, 0.762950
+disk_used, 63312080896.000000, 63919005696.000000, 63615498718.753250,
63617449984.000000, 63812075520.000000, 63830081536.000000, 63836094464.000000,
63839870976.000000
+disk_total, 132011507712.000000, 132011507712.000000, 132011507712.000000,
132011507712.000000, 132011507712.000000, 132011507712.000000,
132011507712.000000, 132011507712.000000
+read_count, 0.000000, 0.610000, 0.023926, 0.010000, 0.063333, 0.063333,
0.063333, 0.063333
merged_read_count, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000,
0.000000, 0.000000
-write_count, 14.186667, 21.900000, 18.114826, 18.260000, 20.125000, 20.715000,
21.731667, 21.798333
-merged_write_count, 15.653333, 25.333333, 21.324801, 21.073333, 24.566667,
24.740000, 25.238333, 25.291667
-read_bytes, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000,
0.000000, 0.000000
-write_bytes, 1514482.346667, 2720959.146667, 2074918.769353, 2089690.453333,
2338556.586667, 2553446.400000, 2713217.706667, 2720167.253333
-io_time, 8.813333, 13.600000, 11.646070, 11.653333, 13.113333, 13.373333,
13.553333, 13.566667
-weighted_io, 28.870000, 80.806667, 45.567090, 42.973333, 66.106667, 73.240000,
80.563333, 80.720000
+write_count, 8.426667, 19.150000, 11.598420, 11.383333, 14.340000, 14.873333,
15.656667, 15.951667
+merged_write_count, 10.656667, 19.710000, 13.701605, 13.043333, 16.111667,
16.700000, 16.773333, 16.838333
+read_bytes, 0.000000, 73564.160000, 756.596938, 40.960000, 996.693333,
996.693333, 996.693333, 996.693333
+write_bytes, 739328.000000, 2027438.080000, 1224245.045728, 1222997.333333,
1689586.346667, 1758993.066667, 1889621.333333, 1981085.013333
+io_time, 3.173333, 8.160000, 4.977457, 4.926667, 6.646667, 6.988333, 7.486667,
7.895000
+weighted_io, 11.363333, 139.936667, 46.949284, 43.623333, 81.396667,
121.133333, 130.621667, 139.226667
