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Add Beholder sdk (#694)
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* Add Beholder sdk

* Beholder: update comment

* Beholder: rename variable

* Beholder: add Close function to global

* Beholder: export OtelClient struct

- make otelClient struct exportable
- export fields, remove getters
- remove Client interface

* Beholder: rename pb test message

* Beholder: extract logic to set OTel globals from OtelClient constructor

- add new SetGlobals method
- refactor Close method
- add provider fields

* Beholder: make OtelClient.Emit variadic

* Beholder: fix test

* Fix test

* Beholder: change config.ResourceAttributes type

* Beholder: improve test for Message attributes

* Beholder: remove Exporter field from messageEmitter

* Beholder: add onClose callback to shutdown providers

* Beholder: use tests.Context(t)

* Beholder: OtelAttr print unhandled value

* Beholder: update global.Emit

* Beholder: add NewMessage constructor to global

* Beholder: update example_test

* Beholder: Add ForPackage method to OtelClient, remove PackageName field from config

* Beholder: remove EmitMessage method

* Rename config field

Co-authored-by: Jordan Krage <jmank88@gmail.com>

* Beholder: pass emitter struct by value to OtelClient

* Beholder: add test for noop otel client

* Beholder: remove SdkOtelRecord

* Beholder: refactor AddAttributes to take list of KV attributes

* Beholder: pass context through the example

* Beholder: fix typos

* Beholder: use simple log processor in tests

* Beholder: move SetGlobals to global package

* Beholder: make message Attributes to be an alias of map

* Beholder: remove code not related to setting globals from 'global' package

* Beholder: add example when beholder client is not initialized and noop client is used as a fallback

* update go.mod

* Beholder: add context to NewOtelClient

* Beholder: move global to beholder package

* Beholder: revert renaming of Emitter interface

* Beholder: remove Client interface, rename OtelClient struct

* Beholder: rename Otel Client references

* Beholder: handle errors in NewStdoutClient

* Beholder: return pointer from Client constructors

* Beholder: remove errorHandler parameter from NewClient

* Fix test

* Beholder: update example test to pass golangci-lint

* go mod tidy

* Beholder: delete SetOtelErrorHandler, use otel.SetErrorHandler instead

* Beholder: prefix global getters with 'Get*'

* Beholder: remove StdoutClientOption, rename NewStdoutClient to NewWriterClient

* Beholder: make writerClientConfig not exported

---------

Co-authored-by: Geert G <117188496+cll-gg@users.noreply.github.com>
Co-authored-by: Jordan Krage <jmank88@gmail.com>
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@pkcll @cll-gg @jmank88
3 people authored Aug 27, 2024
1 parent 46de70e commit eec7a23
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Showing 20 changed files with 2,016 additions and 14 deletions.
1 change: 1 addition & 0 deletions .github/CODEOWNERS
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Validating CODEOWNERS rules …
Original file line number Diff line number Diff line change
Expand Up @@ -15,3 +15,4 @@
/pkg/timeutil/ @smartcontractkit/foundations
/pkg/values/ @smartcontractkit/keystone
/pkg/workflows/ @smartcontractkit/keystone
/pkg/beholder/ @smartcontractkit/realtime
3 changes: 3 additions & 0 deletions .mockery.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -32,3 +32,6 @@ packages:
interfaces:
CapabilitiesRegistry:
Relayer:
github.com/smartcontractkit/chainlink-common/pkg/beholder/internal:
interfaces:
OTLPExporter:
24 changes: 18 additions & 6 deletions go.mod
View file
Original file line number Diff line number Diff line change
Expand Up @@ -10,6 +10,7 @@ require (
github.com/dominikbraun/graph v0.23.0
github.com/fxamacker/cbor/v2 v2.5.0
github.com/go-json-experiment/json v0.0.0-20231102232822-2e55bd4e08b0
github.com/go-playground/validator/v10 v10.4.1
github.com/google/go-cmp v0.6.0
github.com/google/uuid v1.6.0
github.com/grpc-ecosystem/go-grpc-middleware/providers/prometheus v1.0.1
Expand All @@ -28,13 +29,23 @@ require (
github.com/pelletier/go-toml/v2 v2.2.0
github.com/prometheus/client_golang v1.17.0
github.com/riferrei/srclient v0.5.4
github.com/santhosh-tekuri/jsonschema/v5 v5.2.0
github.com/shopspring/decimal v1.4.0
github.com/smartcontractkit/libocr v0.0.0-20240419185742-fd3cab206b2c
github.com/stretchr/testify v1.9.0
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.52.0
go.opentelemetry.io/otel v1.28.0
go.opentelemetry.io/otel/exporters/otlp/otlplog/otlploggrpc v0.0.0-20240823153156-2a54df7bffb9
go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc v1.28.0
go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.28.0
go.opentelemetry.io/otel/exporters/stdout/stdoutlog v0.4.0
go.opentelemetry.io/otel/exporters/stdout/stdoutmetric v1.28.0
go.opentelemetry.io/otel/exporters/stdout/stdouttrace v1.28.0
go.opentelemetry.io/otel/log v0.4.0
go.opentelemetry.io/otel/metric v1.28.0
go.opentelemetry.io/otel/sdk v1.28.0
go.opentelemetry.io/otel/sdk/log v0.4.0
go.opentelemetry.io/otel/sdk/metric v1.28.0
go.opentelemetry.io/otel/trace v1.28.0
go.uber.org/goleak v1.3.0
go.uber.org/zap v1.27.0
Expand All @@ -57,12 +68,15 @@ require (
github.com/fatih/color v1.16.0 // indirect
github.com/go-logr/logr v1.4.2 // indirect
github.com/go-logr/stdr v1.2.2 // indirect
github.com/go-playground/locales v0.13.0 // indirect
github.com/go-playground/universal-translator v0.17.0 // indirect
github.com/goccy/go-yaml v1.12.0 // indirect
github.com/golang/protobuf v1.5.4 // indirect
github.com/golang/snappy v0.0.5-0.20220116011046-fa5810519dcb // indirect; indirec
github.com/grpc-ecosystem/go-grpc-middleware/v2 v2.1.0 // indirect
github.com/grpc-ecosystem/grpc-gateway/v2 v2.20.0 // indirect
github.com/grpc-ecosystem/grpc-gateway/v2 v2.22.0 // indirect
github.com/hashicorp/yamux v0.1.1 // indirect
github.com/leodido/go-urn v1.2.0 // indirect
github.com/mailru/easyjson v0.7.7 // indirect
github.com/mattn/go-colorable v0.1.13 // indirect
github.com/mattn/go-isatty v0.0.20 // indirect
Expand All @@ -77,22 +91,20 @@ require (
github.com/prometheus/common v0.44.0 // indirect
github.com/prometheus/procfs v0.11.1 // indirect
github.com/sanity-io/litter v1.5.5 // indirect
github.com/santhosh-tekuri/jsonschema/v5 v5.2.0
github.com/stretchr/objx v0.5.2 // indirect
github.com/wk8/go-ordered-map/v2 v2.1.8 // indirect
github.com/x448/float16 v0.8.4 // indirect
go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.28.0 // indirect
go.opentelemetry.io/otel/metric v1.28.0 // indirect
go.opentelemetry.io/proto/otlp v1.3.1 // indirect
go.uber.org/multierr v1.11.0 // indirect
golang.org/x/mod v0.20.0 // indirect
golang.org/x/net v0.28.0 // indirect
golang.org/x/sync v0.8.0 // indirect
golang.org/x/sys v0.23.0 // indirect
golang.org/x/sys v0.24.0 // indirect
golang.org/x/text v0.17.0 // indirect
golang.org/x/xerrors v0.0.0-20231012003039-104605ab7028 // indirect
google.golang.org/genproto/googleapis/api v0.0.0-20240711142825-46eb208f015d // indirect
google.golang.org/genproto/googleapis/rpc v0.0.0-20240711142825-46eb208f015d // indirect
google.golang.org/genproto/googleapis/api v0.0.0-20240822170219-fc7c04adadcd // indirect
google.golang.org/genproto/googleapis/rpc v0.0.0-20240822170219-fc7c04adadcd // indirect
gopkg.in/yaml.v3 v3.0.1 // indirect
)

Expand Down
36 changes: 28 additions & 8 deletions go.sum
View file
Original file line number Diff line number Diff line change
Expand Up @@ -60,6 +60,8 @@ github.com/go-logr/logr v1.4.2 h1:6pFjapn8bFcIbiKo3XT4j/BhANplGihG6tvd+8rYgrY=
github.com/go-logr/logr v1.4.2/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
github.com/go-playground/assert/v2 v2.0.1 h1:MsBgLAaY856+nPRTKrp3/OZK38U/wa0CcBYNjji3q3A=
github.com/go-playground/assert/v2 v2.0.1/go.mod h1:VDjEfimB/XKnb+ZQfWdccd7VUvScMdVu0Titje2rxJ4=
github.com/go-playground/locales v0.13.0 h1:HyWk6mgj5qFqCT5fjGBuRArbVDfE4hi8+e8ceBS/t7Q=
github.com/go-playground/locales v0.13.0/go.mod h1:taPMhCMXrRLJO55olJkUXHZBHCxTMfnGwq/HNwmWNS8=
github.com/go-playground/universal-translator v0.17.0 h1:icxd5fm+REJzpZx7ZfpaD876Lmtgy7VtROAbHHXk8no=
Expand Down Expand Up @@ -109,8 +111,8 @@ github.com/grpc-ecosystem/go-grpc-middleware/providers/prometheus v1.0.1 h1:qnpS
github.com/grpc-ecosystem/go-grpc-middleware/providers/prometheus v1.0.1/go.mod h1:lXGCsh6c22WGtjr+qGHj1otzZpV/1kwTMAqkwZsnWRU=
github.com/grpc-ecosystem/go-grpc-middleware/v2 v2.1.0 h1:pRhl55Yx1eC7BZ1N+BBWwnKaMyD8uC+34TLdndZMAKk=
github.com/grpc-ecosystem/go-grpc-middleware/v2 v2.1.0/go.mod h1:XKMd7iuf/RGPSMJ/U4HP0zS2Z9Fh8Ps9a+6X26m/tmI=
github.com/grpc-ecosystem/grpc-gateway/v2 v2.20.0 h1:bkypFPDjIYGfCYD5mRBvpqxfYX1YCS1PXdKYWi8FsN0=
github.com/grpc-ecosystem/grpc-gateway/v2 v2.20.0/go.mod h1:P+Lt/0by1T8bfcF3z737NnSbmxQAppXMRziHUxPOC8k=
github.com/grpc-ecosystem/grpc-gateway/v2 v2.22.0 h1:asbCHRVmodnJTuQ3qamDwqVOIjwqUPTYmYuemVOx+Ys=
github.com/grpc-ecosystem/grpc-gateway/v2 v2.22.0/go.mod h1:ggCgvZ2r7uOoQjOyu2Y1NhHmEPPzzuhWgcza5M1Ji1I=
github.com/hashicorp/consul/sdk v0.16.0 h1:SE9m0W6DEfgIVCJX7xU+iv/hUl4m/nxqMTnCdMxDpJ8=
github.com/hashicorp/consul/sdk v0.16.0/go.mod h1:7pxqqhqoaPqnBnzXD1StKed62LqJeClzVsUEy85Zr0A=
github.com/hashicorp/go-hclog v1.5.0 h1:bI2ocEMgcVlz55Oj1xZNBsVi900c7II+fWDyV9o+13c=
Expand Down Expand Up @@ -228,6 +230,7 @@ github.com/stretchr/objx v0.5.2 h1:xuMeJ0Sdp5ZMRXx/aWO6RZxdr3beISkG5/G/aIRr3pY=
github.com/stretchr/objx v0.5.2/go.mod h1:FRsXN1f5AsAjCGJKqEizvkpNtU+EGNCLh3NxZ/8L+MA=
github.com/stretchr/testify v0.0.0-20161117074351-18a02ba4a312/go.mod h1:a8OnRcib4nhh0OaRAV+Yts87kKdq0PP7pXfy6kDkUVs=
github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
github.com/stretchr/testify v1.4.0/go.mod h1:j7eGeouHqKxXV5pUuKE4zz7dFj8WfuZ+81PSLYec5m4=
github.com/stretchr/testify v1.5.1/go.mod h1:5W2xD1RspED5o8YsWQXVCued0rvSQ+mT+I5cxcmMvtA=
github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
Expand All @@ -250,14 +253,30 @@ go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.5
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.52.0/go.mod h1:BMsdeOxN04K0L5FNUBfjFdvwWGNe/rkmSwH4Aelu/X0=
go.opentelemetry.io/otel v1.28.0 h1:/SqNcYk+idO0CxKEUOtKQClMK/MimZihKYMruSMViUo=
go.opentelemetry.io/otel v1.28.0/go.mod h1:q68ijF8Fc8CnMHKyzqL6akLO46ePnjkgfIMIjUIX9z4=
go.opentelemetry.io/otel/exporters/otlp/otlplog/otlploggrpc v0.0.0-20240823153156-2a54df7bffb9 h1:UiRNKd1OgqsLbFwE+wkAWTdiAxXtCBqKIHeBIse4FUA=
go.opentelemetry.io/otel/exporters/otlp/otlplog/otlploggrpc v0.0.0-20240823153156-2a54df7bffb9/go.mod h1:eqZlW3pJWhjyexnDPrdQxix1pn0wwhI4AO4GKpP/bMI=
go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc v1.28.0 h1:U2guen0GhqH8o/G2un8f/aG/y++OuW6MyCo6hT9prXk=
go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc v1.28.0/go.mod h1:yeGZANgEcpdx/WK0IvvRFC+2oLiMS2u4L/0Rj2M2Qr0=
go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.28.0 h1:3Q/xZUyC1BBkualc9ROb4G8qkH90LXEIICcs5zv1OYY=
go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.28.0/go.mod h1:s75jGIWA9OfCMzF0xr+ZgfrB5FEbbV7UuYo32ahUiFI=
go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.28.0 h1:R3X6ZXmNPRR8ul6i3WgFURCHzaXjHdm0karRG/+dj3s=
go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.28.0/go.mod h1:QWFXnDavXWwMx2EEcZsf3yxgEKAqsxQ+Syjp+seyInw=
go.opentelemetry.io/otel/exporters/stdout/stdoutlog v0.4.0 h1:0MH3f8lZrflbUWXVxyBg/zviDFdGE062uKh5+fu8Vv0=
go.opentelemetry.io/otel/exporters/stdout/stdoutlog v0.4.0/go.mod h1:Vh68vYiHY5mPdekTr0ox0sALsqjoVy0w3Os278yX5SQ=
go.opentelemetry.io/otel/exporters/stdout/stdoutmetric v1.28.0 h1:BJee2iLkfRfl9lc7aFmBwkWxY/RI1RDdXepSF6y8TPE=
go.opentelemetry.io/otel/exporters/stdout/stdoutmetric v1.28.0/go.mod h1:DIzlHs3DRscCIBU3Y9YSzPfScwnYnzfnCd4g8zA7bZc=
go.opentelemetry.io/otel/exporters/stdout/stdouttrace v1.28.0 h1:EVSnY9JbEEW92bEkIYOVMw4q1WJxIAGoFTrtYOzWuRQ=
go.opentelemetry.io/otel/exporters/stdout/stdouttrace v1.28.0/go.mod h1:Ea1N1QQryNXpCD0I1fdLibBAIpQuBkznMmkdKrapk1Y=
go.opentelemetry.io/otel/log v0.4.0 h1:/vZ+3Utqh18e8TPjuc3ecg284078KWrR8BRz+PQAj3o=
go.opentelemetry.io/otel/log v0.4.0/go.mod h1:DhGnQvky7pHy82MIRV43iXh3FlKN8UUKftn0KbLOq6I=
go.opentelemetry.io/otel/metric v1.28.0 h1:f0HGvSl1KRAU1DLgLGFjrwVyismPlnuU6JD6bOeuA5Q=
go.opentelemetry.io/otel/metric v1.28.0/go.mod h1:Fb1eVBFZmLVTMb6PPohq3TO9IIhUisDsbJoL/+uQW4s=
go.opentelemetry.io/otel/sdk v1.28.0 h1:b9d7hIry8yZsgtbmM0DKyPWMMUMlK9NEKuIG4aBqWyE=
go.opentelemetry.io/otel/sdk v1.28.0/go.mod h1:oYj7ClPUA7Iw3m+r7GeEjz0qckQRJK2B8zjcZEfu7Pg=
go.opentelemetry.io/otel/sdk/log v0.4.0 h1:1mMI22L82zLqf6KtkjrRy5BbagOTWdJsqMY/HSqILAA=
go.opentelemetry.io/otel/sdk/log v0.4.0/go.mod h1:AYJ9FVF0hNOgAVzUG/ybg/QttnXhUePWAupmCqtdESo=
go.opentelemetry.io/otel/sdk/metric v1.28.0 h1:OkuaKgKrgAbYrrY0t92c+cC+2F6hsFNnCQArXCKlg08=
go.opentelemetry.io/otel/sdk/metric v1.28.0/go.mod h1:cWPjykihLAPvXKi4iZc1dpER3Jdq2Z0YLse3moQUCpg=
go.opentelemetry.io/otel/trace v1.28.0 h1:GhQ9cUuQGmNDd5BTCP2dAvv75RdMxEfTmYejp+lkx9g=
go.opentelemetry.io/otel/trace v1.28.0/go.mod h1:jPyXzNPg6da9+38HEwElrQiHlVMTnVfM3/yv2OlIHaI=
go.opentelemetry.io/proto/otlp v1.3.1 h1:TrMUixzpM0yuc/znrFTP9MMRh8trP93mkCiDVeXrui0=
Expand Down Expand Up @@ -321,10 +340,11 @@ golang.org/x/sys v0.0.0-20210927094055-39ccf1dd6fa6/go.mod h1:oPkhp1MJrh7nUepCBc
golang.org/x/sys v0.0.0-20220503163025-988cb79eb6c6/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20220811171246-fbc7d0a398ab/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.23.0 h1:YfKFowiIMvtgl1UERQoTPPToxltDeZfbj4H7dVUCwmM=
golang.org/x/sys v0.23.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
golang.org/x/sys v0.24.0 h1:Twjiwq9dn6R1fQcyiK+wQyHWfaz/BJB+YIpzU/Cv3Xg=
golang.org/x/sys v0.24.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
golang.org/x/text v0.3.2/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk=
golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
golang.org/x/text v0.3.5/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
Expand Down Expand Up @@ -354,10 +374,10 @@ google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoA
google.golang.org/genproto v0.0.0-20190819201941-24fa4b261c55/go.mod h1:DMBHOl98Agz4BDEuKkezgsaosCRResVns1a3J2ZsMNc=
google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013/go.mod h1:NbSheEEYHJ7i3ixzK3sjbqSGDJWnxyFXZblF3eUsNvo=
google.golang.org/genproto v0.0.0-20210401141331-865547bb08e2/go.mod h1:9lPAdzaEmUacj36I+k7YKbEc5CXzPIeORRgDAUOu28A=
google.golang.org/genproto/googleapis/api v0.0.0-20240711142825-46eb208f015d h1:kHjw/5UfflP/L5EbledDrcG4C2597RtymmGRZvHiCuY=
google.golang.org/genproto/googleapis/api v0.0.0-20240711142825-46eb208f015d/go.mod h1:mw8MG/Qz5wfgYr6VqVCiZcHe/GJEfI+oGGDCohaVgB0=
google.golang.org/genproto/googleapis/rpc v0.0.0-20240711142825-46eb208f015d h1:JU0iKnSg02Gmb5ZdV8nYsKEKsP6o/FGVWTrw4i1DA9A=
google.golang.org/genproto/googleapis/rpc v0.0.0-20240711142825-46eb208f015d/go.mod h1:Ue6ibwXGpU+dqIcODieyLOcgj7z8+IcskoNIgZxtrFY=
google.golang.org/genproto/googleapis/api v0.0.0-20240822170219-fc7c04adadcd h1:BBOTEWLuuEGQy9n1y9MhVJ9Qt0BDu21X8qZs71/uPZo=
google.golang.org/genproto/googleapis/api v0.0.0-20240822170219-fc7c04adadcd/go.mod h1:fO8wJzT2zbQbAjbIoos1285VfEIYKDDY+Dt+WpTkh6g=
google.golang.org/genproto/googleapis/rpc v0.0.0-20240822170219-fc7c04adadcd h1:6TEm2ZxXoQmFWFlt1vNxvVOa1Q0dXFQD1m/rYjXmS0E=
google.golang.org/genproto/googleapis/rpc v0.0.0-20240822170219-fc7c04adadcd/go.mod h1:UqMtugtsSgubUsoxbuAoiCXvqvErP7Gf0so0mK9tHxU=
google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
google.golang.org/grpc v1.23.0/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg=
google.golang.org/grpc v1.25.1/go.mod h1:c3i+UQWmh7LiEpx4sFZnkU36qjEYZ0imhYfXVyQciAY=
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