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perf(vector): updated marshalling of vector (#9109)
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Earlier we were unmarshalling bytes to []float64 by iterating on each
element and reading it little endian. But we are now doing it using
unsafe pointers. This reduces thee time from O(size(bytes)) to O(1)
basically.
Benchmark stats:
```
goos: linux
goarch: amd64
pkg: github.com/dgraph-io/dgraph/tok/index
cpu: 11th Gen Intel(R) Core(TM) i7-1185G7 @ 3.00GHz
BenchmarkEncodeDecodeUint64Matrix/Binary_Encoding/Decoding-8              185269              5991 ns/op
BenchmarkEncodeDecodeUint64Matrix/Gob_Encoding/Decoding-8                  46299             25547 ns/op
BenchmarkEncodeDecodeUint64Matrix/JSON_Encoding/Decoding-8                 77666             13723 ns/op
BenchmarkEncodeDecodeUint64Matrix/PB_Encoding/Decoding-8                  500092              2346 ns/op
BenchmarkEncodeDecodeUint64Matrix/Unsafe_Encoding/Decoding-8          1465863          826.2 ns/op
BenchmarkDotProduct/vek:size=96000-8                                      528499              2331 ns/op
BenchmarkDotProduct/dotProduct:size=96000-8                               170630              7765 ns/op
BenchmarkDotProduct/dotProductT:size=96000-8                              145855              8314 ns/op
BenchmarkFloatConverstion/Current:size=96000-8                          284873474                4.172 ns/op
BenchmarkFloatConverstion/pointerFloat:size=96000-8                     263052618                3.988 ns/op
BenchmarkFloatConverstion/littleEndianFloat:size=96000-8                   40446             35287 ns/op

```

Now indexing 500k vectors take about 5 minutes. (more than 5 hours
before)
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@harshil-goel
harshil-goel authored Jul 25, 2024
1 parent a6e5233 commit 7e02491
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Showing 16 changed files with 844 additions and 277 deletions.
16 changes: 8 additions & 8 deletions dgraphtest/config.go
View file
Original file line number Diff line number Diff line change
Expand Up @@ -147,14 +147,14 @@ func NewClusterConfig() ClusterConfig {
}
}

func newClusterConfigFrom(cc ClusterConfig) ClusterConfig {
prefix := fmt.Sprintf("dgraphtest-%d", rand.NewSource(time.Now().UnixNano()).Int63()%1000000)
defaultBackupVol := fmt.Sprintf("%v_backup", prefix)
defaultExportVol := fmt.Sprintf("%v_export", prefix)
cc.prefix = prefix
cc.volumes = map[string]string{DefaultBackupDir: defaultBackupVol, DefaultExportDir: defaultExportVol}
return cc
}
//func newClusterConfigFrom(cc ClusterConfig) ClusterConfig {
// prefix := fmt.Sprintf("dgraphtest-%d", rand.NewSource(time.Now().UnixNano()).Int63()%1000000)
// defaultBackupVol := fmt.Sprintf("%v_backup", prefix)
// defaultExportVol := fmt.Sprintf("%v_export", prefix)
// cc.prefix = prefix
// cc.volumes = map[string]string{DefaultBackupDir: defaultBackupVol, DefaultExportDir: defaultExportVol}
// return cc
//}

// WithNAlphas sets the number of alphas in the cluster
func (cc ClusterConfig) WithNumAlphas(n int) ClusterConfig {
Expand Down
32 changes: 30 additions & 2 deletions dgraphtest/local_cluster.go
View file
Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,7 @@ import (
"fmt"
"io"
"log"
"math/rand"
"net/http"
"os"
"os/exec"
Expand All @@ -34,6 +35,7 @@ import (

"github.com/docker/docker/api/types"
"github.com/docker/docker/api/types/container"
"github.com/docker/docker/api/types/filters"
"github.com/docker/docker/api/types/network"
"github.com/docker/docker/api/types/volume"
docker "github.com/docker/docker/client"
Expand Down Expand Up @@ -402,6 +404,26 @@ func (c *LocalCluster) Cleanup(verbose bool) {
}
}

func (c *LocalCluster) cleanupDocker() error {
ctx, cancel := context.WithTimeout(context.Background(), requestTimeout)
defer cancel()
// Prune containers
contsReport, err := c.dcli.ContainersPrune(ctx, filters.Args{})
if err != nil {
log.Fatalf("[ERROR] Error pruning containers: %v", err)
}
log.Printf("[INFO] Pruned containers: %+v\n", contsReport)

// Prune networks
netsReport, err := c.dcli.NetworksPrune(ctx, filters.Args{})
if err != nil {
log.Fatalf("[ERROR] Error pruning networks: %v", err)
}
log.Printf("[INFO] Pruned networks: %+v\n", netsReport)

return nil
}

func (c *LocalCluster) Start() error {
log.Printf("[INFO] starting cluster with prefix [%v]", c.conf.prefix)
startAll := func() error {
Expand Down Expand Up @@ -433,10 +455,16 @@ func (c *LocalCluster) Start() error {
log.Printf("[WARNING] saw the err, trying again: %v", err)
}

log.Printf("[INFO] cleaning up the cluster for retrying!")
if err1 := c.Stop(); err1 != nil {
log.Printf("[WARNING] error while stopping :%v", err1)
}
c.Cleanup(true)

c.conf = newClusterConfigFrom(c.conf)
if err := c.cleanupDocker(); err != nil {
log.Printf("[ERROR] while cleaning old dockers %v", err)
}

c.conf.prefix = fmt.Sprintf("dgraphtest-%d", rand.NewSource(time.Now().UnixNano()).Int63()%1000000)
if err := c.init(); err != nil {
log.Printf("[ERROR] error while init, returning: %v", err)
return err
Expand Down
24 changes: 13 additions & 11 deletions go.mod
View file
Original file line number Diff line number Diff line change
Expand Up @@ -13,8 +13,8 @@ require (
github.com/HdrHistogram/hdrhistogram-go v1.1.2
github.com/IBM/sarama v1.41.0
github.com/Masterminds/semver/v3 v3.1.0
github.com/bits-and-blooms/bitset v1.2.0
github.com/blevesearch/bleve/v2 v2.3.10
github.com/chewxy/math32 v1.10.1
github.com/dgraph-io/badger/v4 v4.2.0
github.com/dgraph-io/dgo/v230 v230.0.2-0.20240314155021-7b8d289e37f3
github.com/dgraph-io/gqlgen v0.13.2
Expand Down Expand Up @@ -54,19 +54,20 @@ require (
github.com/spf13/viper v1.7.1
github.com/stretchr/testify v1.9.0
github.com/twpayne/go-geom v1.0.5
github.com/viterin/vek v0.4.2
github.com/xdg/scram v0.0.0-20180814205039-7eeb5667e42c
go.etcd.io/etcd/raft/v3 v3.5.9
go.opencensus.io v0.24.0
go.uber.org/zap v1.16.0
golang.org/x/crypto v0.21.0
golang.org/x/exp v0.0.0-20240325151524-a685a6edb6d8
golang.org/x/mod v0.16.0
golang.org/x/net v0.22.0
golang.org/x/sync v0.6.0
golang.org/x/sys v0.18.0
golang.org/x/term v0.18.0
golang.org/x/text v0.14.0
golang.org/x/tools v0.19.0
golang.org/x/crypto v0.24.0
golang.org/x/exp v0.0.0-20240613232115-7f521ea00fb8
golang.org/x/mod v0.18.0
golang.org/x/net v0.26.0
golang.org/x/sync v0.7.0
golang.org/x/sys v0.22.0
golang.org/x/term v0.21.0
golang.org/x/text v0.16.0
golang.org/x/tools v0.22.0
google.golang.org/grpc v1.62.1
gopkg.in/square/go-jose.v2 v2.3.1
gopkg.in/yaml.v2 v2.4.0
Expand All @@ -78,14 +79,14 @@ require (
github.com/agnivade/levenshtein v1.0.3 // indirect
github.com/apache/thrift v0.13.0 // indirect
github.com/beorn7/perks v1.0.1 // indirect
github.com/bits-and-blooms/bitset v1.2.0 // indirect
github.com/blevesearch/bleve_index_api v1.0.6 // indirect
github.com/blevesearch/geo v0.1.18 // indirect
github.com/blevesearch/go-porterstemmer v1.0.3 // indirect
github.com/blevesearch/segment v0.9.1 // indirect
github.com/blevesearch/snowballstem v0.9.0 // indirect
github.com/blevesearch/upsidedown_store_api v1.0.2 // indirect
github.com/cespare/xxhash/v2 v2.2.0 // indirect
github.com/chewxy/math32 v1.10.1 // indirect
github.com/davecgh/go-spew v1.1.1 // indirect
github.com/docker/distribution v2.8.2+incompatible // indirect
github.com/docker/go-units v0.4.0 // indirect
Expand Down Expand Up @@ -140,6 +141,7 @@ require (
github.com/spf13/jwalterweatherman v1.1.0 // indirect
github.com/subosito/gotenv v1.4.2 // indirect
github.com/tinylib/msgp v1.1.2 // indirect
github.com/viterin/partial v1.1.0 // indirect
github.com/xdg/stringprep v1.0.3 // indirect
go.uber.org/atomic v1.9.0 // indirect
go.uber.org/multierr v1.10.0 // indirect
Expand Down
40 changes: 22 additions & 18 deletions go.sum
View file
Original file line number Diff line number Diff line change
Expand Up @@ -685,6 +685,10 @@ github.com/valyala/fasttemplate v1.0.1/go.mod h1:UQGH1tvbgY+Nz5t2n7tXsz52dQxojPU
github.com/valyala/tcplisten v0.0.0-20161114210144-ceec8f93295a/go.mod h1:v3UYOV9WzVtRmSR+PDvWpU/qWl4Wa5LApYYX4ZtKbio=
github.com/vektah/dataloaden v0.2.1-0.20190515034641-a19b9a6e7c9e/go.mod h1:/HUdMve7rvxZma+2ZELQeNh88+003LL7Pf/CZ089j8U=
github.com/vektah/gqlparser/v2 v2.1.0/go.mod h1:SyUiHgLATUR8BiYURfTirrTcGpcE+4XkV2se04Px1Ms=
github.com/viterin/partial v1.1.0 h1:iH1l1xqBlapXsYzADS1dcbizg3iQUKTU1rbwkHv/80E=
github.com/viterin/partial v1.1.0/go.mod h1:oKGAo7/wylWkJTLrWX8n+f4aDPtQMQ6VG4dd2qur5QA=
github.com/viterin/vek v0.4.2 h1:Vyv04UjQT6gcjEFX82AS9ocgNbAJqsHviheIBdPlv5U=
github.com/viterin/vek v0.4.2/go.mod h1:A4JRAe8OvbhdzBL5ofzjBS0J29FyUrf95tQogvtHHUc=
github.com/xdg/scram v0.0.0-20180814205039-7eeb5667e42c h1:u40Z8hqBAAQyv+vATcGgV0YCnDjqSL7/q/JyPhhJSPk=
github.com/xdg/scram v0.0.0-20180814205039-7eeb5667e42c/go.mod h1:lB8K/P019DLNhemzwFU4jHLhdvlE6uDZjXFejJXr49I=
github.com/xdg/stringprep v1.0.3 h1:cmL5Enob4W83ti/ZHuZLuKD/xqJfus4fVPwE+/BDm+4=
Expand Down Expand Up @@ -743,8 +747,8 @@ golang.org/x/crypto v0.0.0-20210421170649-83a5a9bb288b/go.mod h1:T9bdIzuCu7OtxOm
golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
golang.org/x/crypto v0.0.0-20220722155217-630584e8d5aa/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
golang.org/x/crypto v0.6.0/go.mod h1:OFC/31mSvZgRz0V1QTNCzfAI1aIRzbiufJtkMIlEp58=
golang.org/x/crypto v0.21.0 h1:X31++rzVUdKhX5sWmSOFZxx8UW/ldWx55cbf08iNAMA=
golang.org/x/crypto v0.21.0/go.mod h1:0BP7YvVV9gBbVKyeTG0Gyn+gZm94bibOW5BjDEYAOMs=
golang.org/x/crypto v0.24.0 h1:mnl8DM0o513X8fdIkmyFE/5hTYxbwYOjDS/+rK6qpRI=
golang.org/x/crypto v0.24.0/go.mod h1:Z1PMYSOR5nyMcyAVAIQSKCDwalqy85Aqn1x3Ws4L5DM=
golang.org/x/exp v0.0.0-20180321215751-8460e604b9de/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
golang.org/x/exp v0.0.0-20180807140117-3d87b88a115f/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
Expand All @@ -758,8 +762,8 @@ golang.org/x/exp v0.0.0-20191227195350-da58074b4299/go.mod h1:2RIsYlXP63K8oxa1u0
golang.org/x/exp v0.0.0-20200119233911-0405dc783f0a/go.mod h1:2RIsYlXP63K8oxa1u096TMicItID8zy7Y6sNkU49FU4=
golang.org/x/exp v0.0.0-20200207192155-f17229e696bd/go.mod h1:J/WKrq2StrnmMY6+EHIKF9dgMWnmCNThgcyBT1FY9mM=
golang.org/x/exp v0.0.0-20200224162631-6cc2880d07d6/go.mod h1:3jZMyOhIsHpP37uCMkUooju7aAi5cS1Q23tOzKc+0MU=
golang.org/x/exp v0.0.0-20240325151524-a685a6edb6d8 h1:aAcj0Da7eBAtrTp03QXWvm88pSyOt+UgdZw2BFZ+lEw=
golang.org/x/exp v0.0.0-20240325151524-a685a6edb6d8/go.mod h1:CQ1k9gNrJ50XIzaKCRR2hssIjF07kZFEiieALBM/ARQ=
golang.org/x/exp v0.0.0-20240613232115-7f521ea00fb8 h1:yixxcjnhBmY0nkL253HFVIm0JsFHwrHdT3Yh6szTnfY=
golang.org/x/exp v0.0.0-20240613232115-7f521ea00fb8/go.mod h1:jj3sYF3dwk5D+ghuXyeI3r5MFf+NT2An6/9dOA95KSI=
golang.org/x/image v0.0.0-20180708004352-c73c2afc3b81/go.mod h1:ux5Hcp/YLpHSI86hEcLt0YII63i6oz57MZXIpbrjZUs=
golang.org/x/image v0.0.0-20190227222117-0694c2d4d067/go.mod h1:kZ7UVZpmo3dzQBMxlp+ypCbDeSB+sBbTgSJuh5dn5js=
golang.org/x/image v0.0.0-20190802002840-cff245a6509b/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0=
Expand All @@ -786,8 +790,8 @@ golang.org/x/mod v0.3.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
golang.org/x/mod v0.4.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
golang.org/x/mod v0.4.1/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
golang.org/x/mod v0.16.0 h1:QX4fJ0Rr5cPQCF7O9lh9Se4pmwfwskqZfq5moyldzic=
golang.org/x/mod v0.16.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c=
golang.org/x/mod v0.18.0 h1:5+9lSbEzPSdWkH32vYPBwEpX8KwDbM52Ud9xBUvNlb0=
golang.org/x/mod v0.18.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c=
golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
golang.org/x/net v0.0.0-20180906233101-161cd47e91fd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
Expand Down Expand Up @@ -834,8 +838,8 @@ golang.org/x/net v0.0.0-20211112202133-69e39bad7dc2/go.mod h1:9nx3DQGgdP8bBQD5qx
golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c=
golang.org/x/net v0.6.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs=
golang.org/x/net v0.7.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs=
golang.org/x/net v0.22.0 h1:9sGLhx7iRIHEiX0oAJ3MRZMUCElJgy7Br1nO+AMN3Tc=
golang.org/x/net v0.22.0/go.mod h1:JKghWKKOSdJwpW2GEx0Ja7fmaKnMsbu+MWVZTokSYmg=
golang.org/x/net v0.26.0 h1:soB7SVo0PWrY4vPW/+ay0jKDNScG2X9wFeYlXIvJsOQ=
golang.org/x/net v0.26.0/go.mod h1:5YKkiSynbBIh3p6iOc/vibscux0x38BZDkn8sCUPxHE=
golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
Expand All @@ -856,8 +860,8 @@ golang.org/x/sync v0.0.0-20200625203802-6e8e738ad208/go.mod h1:RxMgew5VJxzue5/jJ
golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sync v0.0.0-20201207232520-09787c993a3a/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sync v0.6.0 h1:5BMeUDZ7vkXGfEr1x9B4bRcTH4lpkTkpdh0T/J+qjbQ=
golang.org/x/sync v0.6.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
golang.org/x/sync v0.7.0 h1:YsImfSBoP9QPYL0xyKJPq0gcaJdG3rInoqxTWbfQu9M=
golang.org/x/sync v0.7.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
golang.org/x/sys v0.0.0-20180823144017-11551d06cbcc/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
golang.org/x/sys v0.0.0-20180905080454-ebe1bf3edb33/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
Expand Down Expand Up @@ -916,13 +920,13 @@ golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBc
golang.org/x/sys v0.0.0-20220908164124-27713097b956/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20221010170243-090e33056c14/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.18.0 h1:DBdB3niSjOA/O0blCZBqDefyWNYveAYMNF1Wum0DYQ4=
golang.org/x/sys v0.18.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
golang.org/x/sys v0.22.0 h1:RI27ohtqKCnwULzJLqkv897zojh5/DwS/ENaMzUOaWI=
golang.org/x/sys v0.22.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
golang.org/x/term v0.5.0/go.mod h1:jMB1sMXY+tzblOD4FWmEbocvup2/aLOaQEp7JmGp78k=
golang.org/x/term v0.18.0 h1:FcHjZXDMxI8mM3nwhX9HlKop4C0YQvCVCdwYl2wOtE8=
golang.org/x/term v0.18.0/go.mod h1:ILwASektA3OnRv7amZ1xhE/KTR+u50pbXfZ03+6Nx58=
golang.org/x/term v0.21.0 h1:WVXCp+/EBEHOj53Rvu+7KiT/iElMrO8ACK16SMZ3jaA=
golang.org/x/term v0.21.0/go.mod h1:ooXLefLobQVslOqselCNF4SxFAaoS6KujMbsGzSDmX0=
golang.org/x/text v0.0.0-20170915032832-14c0d48ead0c/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
Expand All @@ -934,8 +938,8 @@ golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ=
golang.org/x/text v0.3.8/go.mod h1:E6s5w1FMmriuDzIBO73fBruAKo1PCIq6d2Q6DHfQ8WQ=
golang.org/x/text v0.7.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
golang.org/x/text v0.14.0 h1:ScX5w1eTa3QqT8oi6+ziP7dTV1S2+ALU0bI+0zXKWiQ=
golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
golang.org/x/text v0.16.0 h1:a94ExnEXNtEwYLGJSIUxnWoxoRz/ZcCsV63ROupILh4=
golang.org/x/text v0.16.0/go.mod h1:GhwF1Be+LQoKShO3cGOHzqOgRrGaYc9AvblQOmPVHnI=
golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
golang.org/x/time v0.0.0-20190308202827-9d24e82272b4/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
golang.org/x/time v0.0.0-20191024005414-555d28b269f0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
Expand Down Expand Up @@ -1005,8 +1009,8 @@ golang.org/x/tools v0.0.0-20210106214847-113979e3529a/go.mod h1:emZCQorbCU4vsT4f
golang.org/x/tools v0.0.0-20210108195828-e2f9c7f1fc8e/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA=
golang.org/x/tools v0.1.0/go.mod h1:xkSsbof2nBLbhDlRMhhhyNLN/zl3eTqcnHD5viDpcZ0=
golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
golang.org/x/tools v0.19.0 h1:tfGCXNR1OsFG+sVdLAitlpjAvD/I6dHDKnYrpEZUHkw=
golang.org/x/tools v0.19.0/go.mod h1:qoJWxmGSIBmAeriMx19ogtrEPrGtDbPK634QFIcLAhc=
golang.org/x/tools v0.22.0 h1:gqSGLZqv+AI9lIQzniJ0nZDRG5GBPsSi+DRNHWNz6yA=
golang.org/x/tools v0.22.0/go.mod h1:aCwcsjqvq7Yqt6TNyX7QMU2enbQ/Gt0bo6krSeEri+c=
golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
Expand Down
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