From c3a2fee468abf3a3a405fc7bceb7360beb169338 Mon Sep 17 00:00:00 2001
From: Jake Thomas <aerialfly@gmail.com>
Date: Fri, 5 May 2023 01:29:20 -0400
Subject: [PATCH] Adds bigquery sink and retriable dequeue on an exponential
 backoff (#565)

* Adds bigquery sink and retriable dequeue on an exponential backoff
---
 .VERSION                                    |   2 +-
 README.md                                   |  13 +-
 deploy/terraform/aws/lambda/variables.tf    |   2 +-
 deploy/terraform/gcp/cloud_run/variables.tf |   2 +-
 examples/quickstart/docker-compose.yml      |   2 +-
 go.mod                                      |  44 ++++---
 go.sum                                      |  76 +++++++++++
 pkg/backend/backendutils/sink.go            |  29 ++++-
 pkg/backend/bigquery/sink.go                | 137 +++++++++++++++++++-
 pkg/config/sink.go                          |   1 +
 pkg/constants/backend.go                    |   1 +
 pkg/envelope/context.go                     |   4 +
 pkg/envelope/validation.go                  |   4 +
 pkg/sink/sink.go                            |   4 +
 14 files changed, 290 insertions(+), 31 deletions(-)

diff --git a/.VERSION b/.VERSION
index abdd9d07..6b60281a 100644
--- a/.VERSION
+++ b/.VERSION
@@ -1 +1 @@
-v0.16.5
+v0.17.0
diff --git a/README.md b/README.md
index 89b8f188..ff40e4e8 100644
--- a/README.md
+++ b/README.md
@@ -161,20 +161,19 @@ Events will be sent to two sinks by default - colorized envelopes will be sent t
     curl -X POST "localhost:8080/webhook/io.silverton/buz/example/generic/sample/v1.0" -H 'Content-Type:application/json' -d '{"id": "10"}'
 
 
-### GET an arbitrary pixel
-
-    curl "localhost:8080/pixel?msg=hello&subject=world"
+### POST self-describing JSON
 
+    curl -X POST "localhost:8080/self-describing" -H 'Content-Type:application/json' -d '{"payload": {"schema": "io.silverton/buz/example/generic/sample/v1.0.json", "data": {"id": "10"}}}'
 
-### GET a named (schematized) pixel
 
-    curl "localhost:8080/pixel/io.silverton/buz/example/generic/sample/v1.0?id=10"
+### GET an arbitrary pixel
 
+[localhost:8080/pixel?msg=hello&subject=world](http://localhost:8080/pixel?msg=hello&subject=world)
 
-### POST self-describing JSON
 
-    curl -X POST "localhost:8080/self-describing" -H 'Content-Type:application/json' -d '{"payload": {"schema": "io.silverton/buz/example/generic/sample/v1.0.json", "data": {"id": "10"}}}'
+### GET a named (schematized) pixel
 
+[localhost:8080/pixel/io.silverton/buz/example/generic/sample/v1.0?id=10](http://localhost:8080/pixel/io.silverton/buz/example/generic/sample/v1.0?id=10)
 
 
 # Buz plays nicely with others
diff --git a/deploy/terraform/aws/lambda/variables.tf b/deploy/terraform/aws/lambda/variables.tf
index 313bbeaa..11644d88 100644
--- a/deploy/terraform/aws/lambda/variables.tf
+++ b/deploy/terraform/aws/lambda/variables.tf
@@ -29,7 +29,7 @@ variable "buz_domain" {
 variable "buz_version" {
   description = "The version of Buz to run."
   type        = string
-  default     = "v0.16.5"
+  default     = "v0.17.0"
 }
 
 variable "buz_lambda_memory_limit" {
diff --git a/deploy/terraform/gcp/cloud_run/variables.tf b/deploy/terraform/gcp/cloud_run/variables.tf
index 955f2bdf..bcdb9e1e 100644
--- a/deploy/terraform/gcp/cloud_run/variables.tf
+++ b/deploy/terraform/gcp/cloud_run/variables.tf
@@ -28,7 +28,7 @@ variable "buz_domain" {
 variable "buz_version" {
   description = "The version of Buz to run."
   type        = string
-  default     = "v0.16.5"
+  default     = "v0.17.0"
 }
 
 variable "buz_service_timeout_seconds" {
diff --git a/examples/quickstart/docker-compose.yml b/examples/quickstart/docker-compose.yml
index fbd7d846..f547cd34 100644
--- a/examples/quickstart/docker-compose.yml
+++ b/examples/quickstart/docker-compose.yml
@@ -20,7 +20,7 @@ x-dependency:
 services:
   buz:
     container_name: buz
-    image: ghcr.io/silverton-io/buz:v0.16.3
+    image: ghcr.io/silverton-io/buz:v0.17.0
     volumes:
       - type: bind
         source: ./buz/quickstart.conf.yml
diff --git a/go.mod b/go.mod
index 16fc4036..98dad445 100644
--- a/go.mod
+++ b/go.mod
@@ -4,7 +4,7 @@ go 1.19
 
 require (
 	cloud.google.com/go/pubsub v1.30.0
-	cloud.google.com/go/storage v1.28.1
+	cloud.google.com/go/storage v1.29.0
 	github.com/apex/gateway/v2 v2.0.0
 	github.com/aws/aws-sdk-go v1.44.238
 	github.com/aws/aws-sdk-go-v2 v1.14.0
@@ -39,11 +39,15 @@ require (
 )
 
 require (
-	cloud.google.com/go v0.110.0 // indirect
-	cloud.google.com/go/compute v1.18.0 // indirect
+	cloud.google.com/go v0.110.1 // indirect
+	cloud.google.com/go/bigquery v1.51.1 // indirect
+	cloud.google.com/go/compute v1.19.1 // indirect
 	cloud.google.com/go/compute/metadata v0.2.3 // indirect
-	cloud.google.com/go/iam v0.12.0 // indirect
+	cloud.google.com/go/iam v1.0.0 // indirect
 	github.com/ClickHouse/clickhouse-go v1.5.4 // indirect
+	github.com/andybalholm/brotli v1.0.5 // indirect
+	github.com/apache/arrow/go/v12 v12.0.0 // indirect
+	github.com/apache/thrift v0.18.1 // indirect
 	github.com/aws/aws-lambda-go v1.34.1 // indirect
 	github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.3.0 // indirect
 	github.com/aws/aws-sdk-go-v2/credentials v1.8.0 // indirect
@@ -62,7 +66,7 @@ require (
 	github.com/chenzhuoyu/base64x v0.0.0-20221115062448-fe3a3abad311 // indirect
 	github.com/cloudflare/golz4 v0.0.0-20150217214814-ef862a3cdc58 // indirect
 	github.com/davecgh/go-spew v1.1.1 // indirect
-	github.com/dustin/go-humanize v1.0.0 // indirect
+	github.com/dustin/go-humanize v1.0.1 // indirect
 	github.com/elastic/elastic-transport-go/v8 v8.1.0 // indirect
 	github.com/fsnotify/fsnotify v1.5.1 // indirect
 	github.com/gin-contrib/sse v0.1.0 // indirect
@@ -74,11 +78,13 @@ require (
 	github.com/goccy/go-json v0.10.2 // indirect
 	github.com/gofrs/uuid v4.2.0+incompatible // indirect
 	github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect
-	github.com/golang/protobuf v1.5.2 // indirect
-	github.com/golang/snappy v0.0.3 // indirect
+	github.com/golang/protobuf v1.5.3 // indirect
+	github.com/golang/snappy v0.0.4 // indirect
+	github.com/google/flatbuffers v23.3.3+incompatible // indirect
 	github.com/google/go-cmp v0.5.9 // indirect
+	github.com/google/s2a-go v0.1.3 // indirect
 	github.com/googleapis/enterprise-certificate-proxy v0.2.3 // indirect
-	github.com/googleapis/gax-go/v2 v2.7.1 // indirect
+	github.com/googleapis/gax-go/v2 v2.8.0 // indirect
 	github.com/hashicorp/go-version v1.4.0 // indirect
 	github.com/hashicorp/hcl v1.0.0 // indirect
 	github.com/jackc/chunkreader/v2 v2.0.1 // indirect
@@ -93,12 +99,15 @@ require (
 	github.com/jinzhu/now v1.1.5 // indirect
 	github.com/jmespath/go-jmespath v0.4.0 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
-	github.com/klauspost/compress v1.15.9 // indirect
+	github.com/klauspost/asmfmt v1.3.2 // indirect
+	github.com/klauspost/compress v1.16.5 // indirect
 	github.com/klauspost/cpuid/v2 v2.2.4 // indirect
 	github.com/leodido/go-urn v1.2.4 // indirect
 	github.com/lib/pq v1.10.4 // indirect
 	github.com/magiconair/properties v1.8.5 // indirect
 	github.com/mattn/go-isatty v0.0.18 // indirect
+	github.com/minio/asm2plan9s v0.0.0-20200509001527-cdd76441f9d8 // indirect
+	github.com/minio/c2goasm v0.0.0-20190812172519-36a3d3bbc4f3 // indirect
 	github.com/minio/md5-simd v1.1.2 // indirect
 	github.com/minio/sha256-simd v1.0.0 // indirect
 	github.com/mitchellh/mapstructure v1.4.3 // indirect
@@ -109,7 +118,7 @@ require (
 	github.com/nats-io/nuid v1.0.1 // indirect
 	github.com/pelletier/go-toml v1.9.4 // indirect
 	github.com/pelletier/go-toml/v2 v2.0.7 // indirect
-	github.com/pierrec/lz4/v4 v4.1.14 // indirect
+	github.com/pierrec/lz4/v4 v4.1.17 // indirect
 	github.com/pkg/errors v0.9.1 // indirect
 	github.com/pmezard/go-difflib v1.0.0 // indirect
 	github.com/rs/xid v1.4.0 // indirect
@@ -131,18 +140,21 @@ require (
 	github.com/xdg-go/scram v1.0.2 // indirect
 	github.com/xdg-go/stringprep v1.0.2 // indirect
 	github.com/youmark/pkcs8 v0.0.0-20181117223130-1be2e3e5546d // indirect
+	github.com/zeebo/xxh3 v1.0.2 // indirect
 	go.opencensus.io v0.24.0 // indirect
 	golang.org/x/arch v0.3.0 // indirect
 	golang.org/x/crypto v0.8.0 // indirect
-	golang.org/x/oauth2 v0.6.0 // indirect
-	golang.org/x/sync v0.1.0 // indirect
-	golang.org/x/sys v0.7.0 // indirect
+	golang.org/x/mod v0.10.0 // indirect
+	golang.org/x/oauth2 v0.7.0 // indirect
+	golang.org/x/sync v0.2.0 // indirect
+	golang.org/x/sys v0.8.0 // indirect
 	golang.org/x/text v0.9.0 // indirect
+	golang.org/x/tools v0.8.0 // indirect
 	golang.org/x/xerrors v0.0.0-20220907171357-04be3eba64a2 // indirect
-	google.golang.org/api v0.114.0 // indirect
+	google.golang.org/api v0.121.0 // indirect
 	google.golang.org/appengine v1.6.7 // indirect
-	google.golang.org/genproto v0.0.0-20230320184635-7606e756e683 // indirect
-	google.golang.org/grpc v1.53.0 // indirect
+	google.golang.org/genproto v0.0.0-20230410155749-daa745c078e1 // indirect
+	google.golang.org/grpc v1.55.0 // indirect
 	google.golang.org/protobuf v1.30.0 // indirect
 	gopkg.in/ini.v1 v1.67.0 // indirect
 	gopkg.in/yaml.v2 v2.4.0 // indirect
diff --git a/go.sum b/go.sum
index f7211176..53a85768 100644
--- a/go.sum
+++ b/go.sum
@@ -19,21 +19,30 @@ cloud.google.com/go v0.74.0/go.mod h1:VV1xSbzvo+9QJOxLDaJfTjx5e+MePCpCWwvftOeQmW
 cloud.google.com/go v0.75.0/go.mod h1:VGuuCn7PG0dwsd5XPVm2Mm3wlh3EL55/79EKB6hlPTY=
 cloud.google.com/go v0.110.0 h1:Zc8gqp3+a9/Eyph2KDmcGaPtbKRIoqq4YTlL4NMD0Ys=
 cloud.google.com/go v0.110.0/go.mod h1:SJnCLqQ0FCFGSZMUNUf84MV3Aia54kn7pi8st7tMzaY=
+cloud.google.com/go v0.110.1 h1:oDJ19Fu9TX9Xs06iyCw4yifSqZ7JQ8BeuVHcTmWQlOA=
+cloud.google.com/go v0.110.1/go.mod h1:uc+V/WjzxQ7vpkxfJhgW4Q4axWXyfAerpQOuSNDZyFw=
 cloud.google.com/go/bigquery v1.0.1/go.mod h1:i/xbL2UlR5RvWAURpBYZTtm/cXjCha9lbfbpx4poX+o=
 cloud.google.com/go/bigquery v1.3.0/go.mod h1:PjpwJnslEMmckchkHFfq+HTD2DmtT67aNFKH1/VBDHE=
 cloud.google.com/go/bigquery v1.4.0/go.mod h1:S8dzgnTigyfTmLBfrtrhyYhwRxG72rYxvftPBK2Dvzc=
 cloud.google.com/go/bigquery v1.5.0/go.mod h1:snEHRnqQbz117VIFhE8bmtwIDY80NLUZUMb4Nv6dBIg=
 cloud.google.com/go/bigquery v1.7.0/go.mod h1://okPTzCYNXSlb24MZs83e2Do+h+VXtc4gLoIoXIAPc=
 cloud.google.com/go/bigquery v1.8.0/go.mod h1:J5hqkt3O0uAFnINi6JXValWIb1v0goeZM77hZzJN/fQ=
+cloud.google.com/go/bigquery v1.51.1 h1:qI/8vkBbzLkv0BJmzE7ajA6uZqQC+C31MAwgb+vJe2U=
+cloud.google.com/go/bigquery v1.51.1/go.mod h1:BFgZPUBl48YxCQpkBWZK4S6GQb8PXQDW5TsAmk9eiuo=
 cloud.google.com/go/compute v1.18.0 h1:FEigFqoDbys2cvFkZ9Fjq4gnHBP55anJ0yQyau2f9oY=
 cloud.google.com/go/compute v1.18.0/go.mod h1:1X7yHxec2Ga+Ss6jPyjxRxpu2uu7PLgsOVXvgU0yacs=
+cloud.google.com/go/compute v1.19.1 h1:am86mquDUgjGNWxiGn+5PGLbmgiWXlE/yNWpIpNvuXY=
+cloud.google.com/go/compute v1.19.1/go.mod h1:6ylj3a05WF8leseCdIf77NK0g1ey+nj5IKd5/kvShxE=
 cloud.google.com/go/compute/metadata v0.2.3 h1:mg4jlk7mCAj6xXp9UJ4fjI9VUI5rubuGBW5aJ7UnBMY=
 cloud.google.com/go/compute/metadata v0.2.3/go.mod h1:VAV5nSsACxMJvgaAuX6Pk2AawlZn8kiOGuCv6gTkwuA=
 cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE=
 cloud.google.com/go/datastore v1.1.0/go.mod h1:umbIZjpQpHh4hmRpGhH4tLFup+FVzqBi1b3c64qFpCk=
 cloud.google.com/go/iam v0.12.0 h1:DRtTY29b75ciH6Ov1PHb4/iat2CLCvrOm40Q0a6DFpE=
 cloud.google.com/go/iam v0.12.0/go.mod h1:knyHGviacl11zrtZUoDuYpDgLjvr28sLQaG0YB2GYAY=
+cloud.google.com/go/iam v1.0.0 h1:hlQJMovyJJwYjZcTohUH4o1L8Z8kYz+E+W/zktiLCBc=
+cloud.google.com/go/iam v1.0.0/go.mod h1:ikbQ4f1r91wTmBmmOtBCOtuEOei6taatNXytzB7Cxew=
 cloud.google.com/go/kms v1.9.0 h1:b0votJQa/9DSsxgHwN33/tTLA7ZHVzfWhDCrfiXijSo=
+cloud.google.com/go/kms v1.10.1 h1:7hm1bRqGCA1GBRQUrp831TwJ9TWhP+tvLuP497CQS2g=
 cloud.google.com/go/longrunning v0.4.1 h1:v+yFJOfKC3yZdY6ZUI933pIYdhyhV8S3NpWrXWmg7jM=
 cloud.google.com/go/pubsub v1.0.1/go.mod h1:R0Gpsv3s54REJCy4fxDixWD93lHJMoZTyQ2kNxGRt3I=
 cloud.google.com/go/pubsub v1.1.0/go.mod h1:EwwdRX2sKPjnvnqCa270oGRyludottCI76h+R3AArQw=
@@ -49,6 +58,8 @@ cloud.google.com/go/storage v1.10.0/go.mod h1:FLPqc6j+Ki4BU591ie1oL6qBQGu2Bl/tZ9
 cloud.google.com/go/storage v1.14.0/go.mod h1:GrKmX003DSIwi9o29oFT7YDnHYwZoctc3fOKtUw0Xmo=
 cloud.google.com/go/storage v1.28.1 h1:F5QDG5ChchaAVQhINh24U99OWHURqrW8OmQcGKXcbgI=
 cloud.google.com/go/storage v1.28.1/go.mod h1:Qnisd4CqDdo6BGs2AD5LLnEsmSQ80wQ5ogcBBKhU86Y=
+cloud.google.com/go/storage v1.29.0 h1:6weCgzRvMg7lzuUurI4697AqIRPU1SvzHhynwpW31jI=
+cloud.google.com/go/storage v1.29.0/go.mod h1:4puEjyTKnku6gfKoTfNOU/W+a9JyuVNxjpS5GBrB8h4=
 dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU=
 github.com/Azure/azure-sdk-for-go/sdk/azcore v0.19.0/go.mod h1:h6H6c8enJmmocHUbLiiGY6sx7f9i+X3m1CHdd5c6Rdw=
 github.com/Azure/azure-sdk-for-go/sdk/azidentity v0.11.0/go.mod h1:HcM1YX14R7CJcghJGOYCgdezslRSVzqwLf/q+4Y2r/0=
@@ -61,6 +72,13 @@ github.com/Masterminds/semver/v3 v3.1.1 h1:hLg3sBzpNErnxhQtUy/mmLR2I9foDujNK030I
 github.com/Masterminds/semver/v3 v3.1.1/go.mod h1:VPu/7SZ7ePZ3QOrcuXROw5FAcLl4a0cBrbBpGY/8hQs=
 github.com/OneOfOne/xxhash v1.2.2 h1:KMrpdQIwFcEqXDklaen+P1axHaj9BSKzvpUUfnHldSE=
 github.com/OneOfOne/xxhash v1.2.2/go.mod h1:HSdplMjZKSmBqAxg5vPj2TmRDmfkzw+cTzAElWljhcU=
+github.com/andybalholm/brotli v1.0.5 h1:8uQZIdzKmjc/iuPu7O2ioW48L81FgatrcpfFmiq/cCs=
+github.com/andybalholm/brotli v1.0.5/go.mod h1:fO7iG3H7G2nSZ7m0zPUDn85XEX2GTukHGRSepvi9Eig=
+github.com/antihax/optional v1.0.0/go.mod h1:uupD/76wgC+ih3iEmQUL+0Ugr19nfwCT1kdvxnR2qWY=
+github.com/apache/arrow/go/v12 v12.0.0 h1:xtZE63VWl7qLdB0JObIXvvhGjoVNrQ9ciIHG2OK5cmc=
+github.com/apache/arrow/go/v12 v12.0.0/go.mod h1:d+tV/eHZZ7Dz7RPrFKtPK02tpr+c9/PEd/zm8mDS9Vg=
+github.com/apache/thrift v0.18.1 h1:lNhK/1nqjbwbiOPDBPFJVKxgDEGSepKuTh6OLiXW8kg=
+github.com/apache/thrift v0.18.1/go.mod h1:rdQn/dCcDKEWjjylUeueum4vQEjG2v8v2PqriUnbr+I=
 github.com/apex/gateway/v2 v2.0.0 h1:tJwKiB7ObbXuF3yoqTf/CfmaZRhHB+GfilTNSCf1Wnc=
 github.com/apex/gateway/v2 v2.0.0/go.mod h1:y+uuK0JxdvTHZeVns501/7qklBhnDHtGU0hfUQ6QIfI=
 github.com/aws/aws-lambda-go v1.17.0/go.mod h1:FEwgPLE6+8wcGBTe5cJN3JWurd1Ztm9zN4jsXsjzKKw=
@@ -117,6 +135,7 @@ github.com/bytedance/sonic v1.8.8/go.mod h1:i736AoUSYt75HyZLoJW9ERYxcy6eaN6h4BZX
 github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU=
 github.com/cespare/xxhash v1.1.0 h1:a6HrQnmkObjyL+Gs60czilIUGqrzKutQD6XZog3p+ko=
 github.com/cespare/xxhash v1.1.0/go.mod h1:XrSqR1VqqWfGrhpAt58auRo0WTKS1nRRg3ghfAqPWnc=
+github.com/cespare/xxhash/v2 v2.1.1/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
 github.com/chenzhuoyu/base64x v0.0.0-20211019084208-fb5309c8db06/go.mod h1:DH46F32mSOjUmXrMHnKwZdA8wcEefY7UVqBKYGjpdQY=
 github.com/chenzhuoyu/base64x v0.0.0-20221115062448-fe3a3abad311 h1:qSGYFH7+jGhDF8vLC+iwCD4WpbV1EBDSzWkJODFLams=
 github.com/chenzhuoyu/base64x v0.0.0-20221115062448-fe3a3abad311/go.mod h1:b583jCggY9gE99b6G5LEC39OIiVsWj+R97kbl5odCEk=
@@ -129,6 +148,10 @@ github.com/cloudflare/golz4 v0.0.0-20150217214814-ef862a3cdc58/go.mod h1:EOBUe0h
 github.com/cncf/udpa/go v0.0.0-20191209042840-269d4d468f6f/go.mod h1:M8M6+tZqaGXZJjfX53e64911xZQV5JYwmTeXPW+k8Sc=
 github.com/cncf/udpa/go v0.0.0-20200629203442-efcf912fb354/go.mod h1:WmhPx2Nbnhtbo57+VJT5O0JRkEi1Wbu0z5j0R8u5Hbk=
 github.com/cncf/udpa/go v0.0.0-20201120205902-5459f2c99403/go.mod h1:WmhPx2Nbnhtbo57+VJT5O0JRkEi1Wbu0z5j0R8u5Hbk=
+github.com/cncf/udpa/go v0.0.0-20210930031921-04548b0d99d4/go.mod h1:6pvJx4me5XPnfI9Z40ddWsdw2W/uZgQLFXToKeRcDiI=
+github.com/cncf/xds/go v0.0.0-20210805033703-aa0b78936158/go.mod h1:eXthEFrGJvWHgFFCl3hGmgk+/aYT6PnTQLykKQRLhEs=
+github.com/cncf/xds/go v0.0.0-20210922020428-25de7278fc84/go.mod h1:eXthEFrGJvWHgFFCl3hGmgk+/aYT6PnTQLykKQRLhEs=
+github.com/cncf/xds/go v0.0.0-20211011173535-cb28da3451f1/go.mod h1:eXthEFrGJvWHgFFCl3hGmgk+/aYT6PnTQLykKQRLhEs=
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@@ -147,6 +170,8 @@ github.com/denisenkom/go-mssqldb v0.12.0/go.mod h1:iiK0YP1ZeepvmBQk/QpLEhhTNJgfz
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@@ -156,9 +181,11 @@ github.com/envoyproxy/go-control-plane v0.9.1-0.20191026205805-5f8ba28d4473/go.m
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+github.com/ghodss/yaml v1.0.0/go.mod h1:4dBDuWmgqj2HViK6kFavaiC9ZROes6MMH2rRYeMEF04=
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@@ -235,11 +262,17 @@ github.com/golang/protobuf v1.4.3/go.mod h1:oDoupMAO8OvCJWAcko0GGGIgR6R6ocIYbsSw
 github.com/golang/protobuf v1.5.0/go.mod h1:FsONVRAS9T7sI+LIUmWTfcYkHO4aIWwzhcaSAoJOfIk=
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+github.com/golang/protobuf v1.5.3 h1:KhyjKVUg7Usr/dYsdSqoFveMYd5ko72D+zANwlG1mmg=
+github.com/golang/protobuf v1.5.3/go.mod h1:XVQd3VNwM+JqD3oG2Ue2ip4fOMUkwXdXDdiuN0vRsmY=
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 github.com/google/btree v0.0.0-20180813153112-4030bb1f1f0c/go.mod h1:lNA+9X1NB3Zf8V7Ke586lFgjr2dZNuvo3lPJSGZ5JPQ=
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+github.com/google/flatbuffers v23.3.3+incompatible h1:5PJI/WbJkaMTvpGxsHVKG/LurN/KnWXNyGpwSCDgen0=
+github.com/google/flatbuffers v23.3.3+incompatible/go.mod h1:1AeVuKshWv4vARoZatz6mlQ0JxURH0Kv5+zNeJKJCa8=
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@@ -272,6 +305,8 @@ github.com/google/pprof v0.0.0-20201023163331-3e6fc7fc9c4c/go.mod h1:kpwsk12EmLe
 github.com/google/pprof v0.0.0-20201203190320-1bf35d6f28c2/go.mod h1:kpwsk12EmLew5upagYY7GY0pfYCcupk39gWOCRROcvE=
 github.com/google/pprof v0.0.0-20201218002935-b9804c9f04c2/go.mod h1:kpwsk12EmLew5upagYY7GY0pfYCcupk39gWOCRROcvE=
 github.com/google/renameio v0.1.0/go.mod h1:KWCgfxg9yswjAJkECMjeO8J8rahYeXnNhOm40UhjYkI=
+github.com/google/s2a-go v0.1.3 h1:FAgZmpLl/SXurPEZyCMPBIiiYeTbqfjlbdnCNTAkbGE=
+github.com/google/s2a-go v0.1.3/go.mod h1:Ej+mSEMGRnqRzjc7VtF+jdBwYG5fuJfiZ8ELkjEwM0A=
 github.com/google/uuid v1.1.2/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/google/uuid v1.3.0 h1:t6JiXgmwXMjEs8VusXIJk2BXHsn+wx8BZdTaoZ5fu7I=
 github.com/google/uuid v1.3.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
@@ -281,9 +316,12 @@ github.com/googleapis/gax-go/v2 v2.0.4/go.mod h1:0Wqv26UfaUD9n4G6kQubkQ+KchISgw+
 github.com/googleapis/gax-go/v2 v2.0.5/go.mod h1:DWXyrwAJ9X0FpwwEdw+IPEYBICEFu5mhpdKc/us6bOk=
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 github.com/googleapis/google-cloud-go-testing v0.0.0-20200911160855-bcd43fbb19e8/go.mod h1:dvDLG8qkwmyD9a/MJJN3XJcT3xFxOKAvTZGvuZmac9g=
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+github.com/grpc-ecosystem/grpc-gateway v1.16.0/go.mod h1:BDjrQk3hbvj6Nolgz8mAMFbcEtjT1g+wF4CSlocrBnw=
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 github.com/hashicorp/go-version v1.4.0/go.mod h1:fltr4n8CU8Ke44wwGCBoEymUuxUHl09ZGVZPK5anwXA=
@@ -366,11 +404,15 @@ github.com/json-iterator/go v1.1.12/go.mod h1:e30LSqwooZae/UwlEbR2852Gd8hjQvJoHm
 github.com/jstemmer/go-junit-report v0.0.0-20190106144839-af01ea7f8024/go.mod h1:6v2b51hI/fHJwM22ozAgKL4VKDeJcHhJFhtBdhmNjmU=
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+github.com/klauspost/asmfmt v1.3.2 h1:4Ri7ox3EwapiOjCki+hw14RyKk201CN4rzyCJRFLpK4=
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+github.com/klauspost/compress v1.16.5 h1:IFV2oUNUzZaz+XyusxpLzpzS8Pt5rh0Z16For/djlyI=
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@@ -412,6 +454,10 @@ github.com/mattn/go-sqlite3 v1.9.0/go.mod h1:FPy6KqzDD04eiIsT53CuJW3U88zkxoIYsOq
 github.com/mattn/go-sqlite3 v1.14.9/go.mod h1:NyWgC/yNuGj7Q9rpYnZvas74GogHl5/Z4A/KQRfk6bU=
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+github.com/minio/asm2plan9s v0.0.0-20200509001527-cdd76441f9d8/go.mod h1:mC1jAcsrzbxHt8iiaC+zU4b1ylILSosueou12R++wfY=
+github.com/minio/c2goasm v0.0.0-20190812172519-36a3d3bbc4f3 h1:+n/aFZefKZp7spd8DFdX7uMikMLXX4oubIzJF4kv/wI=
+github.com/minio/c2goasm v0.0.0-20190812172519-36a3d3bbc4f3/go.mod h1:RagcQ7I8IeTMnF8JTXieKnO4Z6JCsikNEzj0DwauVzE=
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@@ -448,6 +494,8 @@ github.com/pierrec/lz4 v2.0.5+incompatible/go.mod h1:pdkljMzZIN41W+lC3N2tnIh5sFi
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+github.com/pierrec/lz4/v4 v4.1.17 h1:kV4Ip+/hUBC+8T6+2EgburRtkE9ef4nbY3f4dFhGjMc=
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 github.com/pkg/browser v0.0.0-20180916011732-0a3d74bf9ce4/go.mod h1:4OwLy04Bl9Ef3GJJCoec+30X3LQs/0/m4HFRt/2LUSA=
 github.com/pkg/diff v0.0.0-20210226163009-20ebb0f2a09e/go.mod h1:pJLUxLENpZxwdsKMEsNbx1VGcRFpLqf3715MtcvvzbA=
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@@ -457,10 +505,12 @@ github.com/pkg/sftp v1.13.1/go.mod h1:3HaPG6Dq1ILlpPZRO0HVMrsydcdLt6HRDccSgb87qR
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 github.com/rogpeppe/go-internal v1.6.1/go.mod h1:xXDCJY+GAPziupqXw64V24skbSoqbTEfhy4qGm1nDQc=
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+github.com/rogpeppe/go-internal v1.9.0 h1:73kH8U+JUqXU8lRuOHeVHaa/SZPifC7BkcraZVejAe8=
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@@ -558,6 +608,8 @@ github.com/yuin/goldmark v1.1.32/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9de
 github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74=
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+github.com/zeebo/xxh3 v1.0.2 h1:xZmwmqxHZA8AI603jOQ0tMqmBr9lPeFwGg6d+xy9DC0=
+github.com/zeebo/xxh3 v1.0.2/go.mod h1:5NWz9Sef7zIDm2JHfFlcQvNekmcEl9ekUZQQKCYaDcA=
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 go.mongodb.org/mongo-driver v1.8.4 h1:NruvZPPL0PBcRJKmbswoWSrmHeUvzdxA3GCPfD/NEOA=
 go.mongodb.org/mongo-driver v1.8.4/go.mod h1:0sQWfOeY63QTntERDJJ/0SuKK0T1uVSgKCuAROlKEPY=
@@ -569,6 +621,7 @@ go.opencensus.io v0.22.4/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw=
 go.opencensus.io v0.22.5/go.mod h1:5pWMHQbX5EPX2/62yrJeAkowc+lfs/XD7Uxpq3pI6kk=
 go.opencensus.io v0.24.0 h1:y73uSU6J157QMP2kn2r30vwW1A2W2WFwSCGnAVxeaD0=
 go.opencensus.io v0.24.0/go.mod h1:vNK8G9p7aAivkbmorf4v+7Hgx+Zs0yY+0fOtgBfjQKo=
+go.opentelemetry.io/proto/otlp v0.7.0/go.mod h1:PqfVotwruBrMGOCsRd/89rSnXhoiJIqeYNgFYFoEGnI=
 go.uber.org/atomic v1.3.2/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE=
 go.uber.org/atomic v1.4.0/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE=
 go.uber.org/atomic v1.5.0/go.mod h1:sABNBOSYdrvTF6hTgEIbc7YasKWGhgEQZyfxyTvoXHQ=
@@ -603,6 +656,7 @@ golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5y
 golang.org/x/crypto v0.0.0-20211108221036-ceb1ce70b4fa/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
 golang.org/x/crypto v0.0.0-20211215165025-cf75a172585e/go.mod h1:P+XmwS30IXTQdn5tA2iutPOUgjI07+tq3H3K9MVA1s8=
 golang.org/x/crypto v0.0.0-20220214200702-86341886e292/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
+golang.org/x/crypto v0.0.0-20220314234659-1baeb1ce4c0b/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
 golang.org/x/crypto v0.8.0 h1:pd9TJtTueMTVQXzk8E2XESSMQDj/U7OUu0PqJqPXQjQ=
 golang.org/x/crypto v0.8.0/go.mod h1:mRqEX+O9/h5TFCrQhkgjo2yKi0yYA+9ecGkdQoHrywE=
 golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
@@ -640,6 +694,8 @@ 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 v0.4.2/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
 golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
+golang.org/x/mod v0.10.0 h1:lFO9qtOdlre5W1jxS3r/4szv2/6iXxScdzjoBMXNhYk=
+golang.org/x/mod v0.10.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
 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 v0.0.0-20190108225652-1e06a53dbb7e/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
@@ -693,6 +749,8 @@ golang.org/x/oauth2 v0.0.0-20201208152858-08078c50e5b5/go.mod h1:KelEdhl1UZF7XfJ
 golang.org/x/oauth2 v0.0.0-20210218202405-ba52d332ba99/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A=
 golang.org/x/oauth2 v0.6.0 h1:Lh8GPgSKBfWSwFvtuWOfeI3aAAnbXTSutYxJiOJFgIw=
 golang.org/x/oauth2 v0.6.0/go.mod h1:ycmewcwgD4Rpr3eZJLSB4Kyyljb3qDh40vJ8STE5HKw=
+golang.org/x/oauth2 v0.7.0 h1:qe6s0zUXlPX80/dITx3440hWZ7GwMwgDDyrSGTPJG/g=
+golang.org/x/oauth2 v0.7.0/go.mod h1:hPLQkd9LyjfXTiRohC/41GhcFqxisoUQ99sCUOHO9x4=
 golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20181221193216-37e7f081c4d4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
@@ -707,6 +765,8 @@ golang.org/x/sync v0.0.0-20210220032951-036812b2e83c/go.mod h1:RxMgew5VJxzue5/jJ
 golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.1.0 h1:wsuoTGHzEhffawBOhz5CYhcrV4IdKZbEyZjBMuTp12o=
 golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
+golang.org/x/sync v0.2.0 h1:PUR+T4wwASmuSTYdKjYHI5TD22Wy5ogLU5qZCOLxBrI=
+golang.org/x/sync v0.2.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 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=
 golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
@@ -761,6 +821,8 @@ golang.org/x/sys v0.1.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.7.0 h1:3jlCCIQZPdOYu1h8BkNvLz8Kgwtae2cagcG/VamtZRU=
 golang.org/x/sys v0.7.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.8.0 h1:EBmGv8NaZBZTWvrbjNoL6HVt+IVy3QDQpJs7VRIw3tU=
+golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/term v0.0.0-20201117132131-f5c789dd3221/go.mod h1:Nr5EML6q2oocZ2LXRh80K7BxOlk5/8JxuGnuhpl+muw=
 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=
@@ -774,6 +836,7 @@ golang.org/x/text v0.3.4/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=
 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 v0.4.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
 golang.org/x/text v0.9.0 h1:2sjJmO8cDvYveuX97RDLsxlyUxLl+GHoLxBiRdHllBE=
 golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
@@ -836,6 +899,8 @@ golang.org/x/tools v0.0.0-20210108195828-e2f9c7f1fc8e/go.mod h1:emZCQorbCU4vsT4f
 golang.org/x/tools v0.1.0/go.mod h1:xkSsbof2nBLbhDlRMhhhyNLN/zl3eTqcnHD5viDpcZ0=
 golang.org/x/tools v0.1.7/go.mod h1:LGqMHiF4EqQNHR1JncWGqT5BVaXmza+X+BDGol+dOxo=
 golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
+golang.org/x/tools v0.8.0 h1:vSDcovVPld282ceKgDimkRSC8kpaH1dgyc9UMzlt84Y=
+golang.org/x/tools v0.8.0/go.mod h1:JxBZ99ISMI5ViVkT1tr6tdNmXeTrcpVSD3vZ1RsRdN4=
 golang.org/x/xerrors v0.0.0-20190410155217-1f06c39b4373/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20190513163551-3ee3066db522/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
@@ -865,6 +930,8 @@ google.golang.org/api v0.36.0/go.mod h1:+z5ficQTmoYpPn8LCUNVpK5I7hwkpjbcgqA7I34q
 google.golang.org/api v0.40.0/go.mod h1:fYKFpnQN0DsDSKRVRcQSDQNtqWPfM9i+zNPxepjRCQ8=
 google.golang.org/api v0.114.0 h1:1xQPji6cO2E2vLiI+C/XiFAnsn1WV3mjaEwGLhi3grE=
 google.golang.org/api v0.114.0/go.mod h1:ifYI2ZsFK6/uGddGfAD5BMxlnkBqCmqHSDUVi45N5Yg=
+google.golang.org/api v0.121.0 h1:8Oopoo8Vavxx6gt+sgs8s8/X60WBAtKQq6JqnkF+xow=
+google.golang.org/api v0.121.0/go.mod h1:gcitW0lvnyWjSp9nKxAbdHKIZ6vF4aajGueeslZOyms=
 google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM=
 google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
 google.golang.org/appengine v1.5.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
@@ -896,6 +963,7 @@ google.golang.org/genproto v0.0.0-20200312145019-da6875a35672/go.mod h1:55QSHmfG
 google.golang.org/genproto v0.0.0-20200331122359-1ee6d9798940/go.mod h1:55QSHmfGQM9UVYDPBsyGGes0y52j32PQ3BqQfXhyH3c=
 google.golang.org/genproto v0.0.0-20200430143042-b979b6f78d84/go.mod h1:55QSHmfGQM9UVYDPBsyGGes0y52j32PQ3BqQfXhyH3c=
 google.golang.org/genproto v0.0.0-20200511104702-f5ebc3bea380/go.mod h1:55QSHmfGQM9UVYDPBsyGGes0y52j32PQ3BqQfXhyH3c=
+google.golang.org/genproto v0.0.0-20200513103714-09dca8ec2884/go.mod h1:55QSHmfGQM9UVYDPBsyGGes0y52j32PQ3BqQfXhyH3c=
 google.golang.org/genproto v0.0.0-20200515170657-fc4c6c6a6587/go.mod h1:YsZOwe1myG/8QRHRsmBRE1LrgQY60beZKjly0O1fX9U=
 google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013/go.mod h1:NbSheEEYHJ7i3ixzK3sjbqSGDJWnxyFXZblF3eUsNvo=
 google.golang.org/genproto v0.0.0-20200618031413-b414f8b61790/go.mod h1:jDfRM7FcilCzHH/e9qn6dsT145K34l5v+OpcnNgKAAA=
@@ -911,6 +979,8 @@ google.golang.org/genproto v0.0.0-20210108203827-ffc7fda8c3d7/go.mod h1:FWY/as6D
 google.golang.org/genproto v0.0.0-20210226172003-ab064af71705/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
 google.golang.org/genproto v0.0.0-20230320184635-7606e756e683 h1:khxVcsk/FhnzxMKOyD+TDGwjbEOpcPuIpmafPGFmhMA=
 google.golang.org/genproto v0.0.0-20230320184635-7606e756e683/go.mod h1:NWraEVixdDnqcqQ30jipen1STv2r/n24Wb7twVTGR4s=
+google.golang.org/genproto v0.0.0-20230410155749-daa745c078e1 h1:KpwkzHKEF7B9Zxg18WzOa7djJ+Ha5DzthMyZYQfEn2A=
+google.golang.org/genproto v0.0.0-20230410155749-daa745c078e1/go.mod h1:nKE/iIaLqn2bQwXBg8f1g2Ylh6r5MN5CmZvuzZCgsCU=
 google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
 google.golang.org/grpc v1.20.1/go.mod h1:10oTOabMzJvdu6/UiuZezV6QK5dSlG84ov/aaiqXj38=
 google.golang.org/grpc v1.21.1/go.mod h1:oYelfM1adQP15Ek0mdvEgi9Df8B9CZIaU1084ijfRaM=
@@ -924,11 +994,16 @@ google.golang.org/grpc v1.29.1/go.mod h1:itym6AZVZYACWQqET3MqgPpjcuV5QH3BxFS3Iji
 google.golang.org/grpc v1.30.0/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM8pak=
 google.golang.org/grpc v1.31.0/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM8pak=
 google.golang.org/grpc v1.31.1/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM8pak=
+google.golang.org/grpc v1.33.1/go.mod h1:fr5YgcSWrqhRRxogOsw7RzIpsmvOZ6IcH4kBYTpR3n0=
 google.golang.org/grpc v1.33.2/go.mod h1:JMHMWHQWaTccqQQlmk3MJZS+GWXOdAesneDmEnv2fbc=
 google.golang.org/grpc v1.34.0/go.mod h1:WotjhfgOW/POjDeRt8vscBtXq+2VjORFy659qA51WJ8=
 google.golang.org/grpc v1.35.0/go.mod h1:qjiiYl8FncCW8feJPdyg3v6XW24KsRHe+dy9BAGRRjU=
+google.golang.org/grpc v1.36.0/go.mod h1:qjiiYl8FncCW8feJPdyg3v6XW24KsRHe+dy9BAGRRjU=
+google.golang.org/grpc v1.45.0/go.mod h1:lN7owxKUQEqMfSyQikvvk5tf/6zMPsrK+ONuO11+0rQ=
 google.golang.org/grpc v1.53.0 h1:LAv2ds7cmFV/XTS3XG1NneeENYrXGmorPxsBbptIjNc=
 google.golang.org/grpc v1.53.0/go.mod h1:OnIrk0ipVdj4N5d9IUoFUx72/VlD7+jUsHwZgwSMQpw=
+google.golang.org/grpc v1.55.0 h1:3Oj82/tFSCeUrRTg/5E/7d/W5A1tj6Ky1ABAuZuv5ag=
+google.golang.org/grpc v1.55.0/go.mod h1:iYEXKGkEBhg1PjZQvoYEVPTDkHo1/bjTnfwTeGONTY8=
 google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
 google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0=
 google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQJ+fmap5saPgwCLgHXTUD7jkjRqWcaiX5VyM=
@@ -953,6 +1028,7 @@ gopkg.in/inconshreveable/log15.v2 v2.0.0-20180818164646-67afb5ed74ec/go.mod h1:a
 gopkg.in/ini.v1 v1.67.0 h1:Dgnx+6+nfE+IfzjUEISNeydPJh9AXNNsWbGP9KzCsOA=
 gopkg.in/ini.v1 v1.67.0/go.mod h1:pNLf8WUiyNEtQjuu5G5vTm06TEv9tsIgeAvK8hOrP4k=
 gopkg.in/yaml.v2 v2.2.2/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
+gopkg.in/yaml.v2 v2.2.3/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v2 v2.2.8/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY=
 gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
diff --git a/pkg/backend/backendutils/sink.go b/pkg/backend/backendutils/sink.go
index ff451352..4016304f 100644
--- a/pkg/backend/backendutils/sink.go
+++ b/pkg/backend/backendutils/sink.go
@@ -6,6 +6,9 @@ package backendutils
 
 import (
 	"context"
+	"math"
+	"strconv"
+	"time"
 
 	"github.com/google/uuid"
 	"github.com/rs/zerolog/log"
@@ -13,7 +16,29 @@ import (
 	"github.com/silverton-io/buz/pkg/envelope"
 )
 
-var DEFAULT_SINK_TIMEOUT_SECONDS int = 15
+const (
+	DEFAULT_SINK_TIMEOUT_SECONDS int           = 15
+	DEFAULT_RETRY_COUNT          int           = 15              // A sane default
+	DEFAULT_RETRY_DELAY          time.Duration = 5 * time.Second // A sane default
+)
+
+// RetryWithBackoff retries the provided function up to N times on an exponential backoff
+// NOTE - this function considers all errors as retriable. They are not so.
+func RetryWithBackoff(f func(ctx context.Context, envelopes []envelope.Envelope, output string) error, ctx context.Context, envelopes []envelope.Envelope, output string) error {
+	var err error
+	for i := 0; i < DEFAULT_RETRY_COUNT; i++ {
+		err = f(ctx, envelopes, output)
+		if err == nil {
+			log.Trace().Msg("dequeued successfully")
+			return nil
+		}
+		sleepDuration := time.Duration(time.Duration(math.Pow(2, float64(i))) * DEFAULT_RETRY_DELAY)
+		log.Debug().Msg("failed to dequeue - retrying in " + sleepDuration.String())
+		time.Sleep(sleepDuration)
+	}
+	log.Debug().Msg("exhausted " + strconv.Itoa(DEFAULT_RETRY_COUNT) + " retries")
+	return err
+}
 
 type SinkMetadata struct {
 	Id               uuid.UUID `json:"id"`
@@ -46,7 +71,7 @@ type Sink interface {
 
 func publish(ctx context.Context, sink Sink, envelopes []envelope.Envelope, output string) error {
 	if len(envelopes) > 0 {
-		err := sink.Dequeue(ctx, envelopes, output)
+		err := RetryWithBackoff(sink.Dequeue, ctx, envelopes, output)
 		if err != nil {
 			log.Error().Err(err).Interface("metadata", sink.Metadata()).Msg("could not dequeue envelopes to output " + output)
 		}
diff --git a/pkg/backend/bigquery/sink.go b/pkg/backend/bigquery/sink.go
index aabb1c7f..4157780d 100644
--- a/pkg/backend/bigquery/sink.go
+++ b/pkg/backend/bigquery/sink.go
@@ -1,7 +1,140 @@
-// Copyright (c) 2022 Silverton Data, Inc.
+// Copyright (c) 2023 Silverton Data, Inc.
 // You may use, distribute, and modify this code under the terms of the Apache-2.0 license, a copy of
 // which may be found at https://github.com/silverton-io/buz/blob/main/LICENSE
 
 package sink
 
-// TODO! Implement me.
+import (
+	"context"
+
+	"cloud.google.com/go/bigquery"
+	"github.com/rs/zerolog/log"
+	"github.com/silverton-io/buz/pkg/backend/backendutils"
+	"github.com/silverton-io/buz/pkg/config"
+	"github.com/silverton-io/buz/pkg/envelope"
+)
+
+type bigqueryEnvelope envelope.Envelope
+
+func getEnvelopeSchema() bigquery.Schema {
+	return bigquery.Schema{
+		{Name: "uuid", Type: bigquery.StringFieldType},
+		{Name: "timestamp", Type: bigquery.TimestampFieldType},
+		{Name: "buz_timestamp", Type: bigquery.TimestampFieldType},
+		{Name: "buz_version", Type: bigquery.StringFieldType},
+		{Name: "buz_name", Type: bigquery.StringFieldType},
+		{Name: "buz_env", Type: bigquery.StringFieldType},
+		{Name: "protocol", Type: bigquery.StringFieldType},
+		{Name: "schema", Type: bigquery.StringFieldType},
+		{Name: "vendor", Type: bigquery.StringFieldType},
+		{Name: "namespace", Type: bigquery.StringFieldType},
+		{Name: "version", Type: bigquery.StringFieldType},
+		{Name: "is_valid", Type: bigquery.BooleanFieldType},
+		{Name: "validation_error", Type: bigquery.JSONFieldType},
+		{Name: "contexts", Type: bigquery.JSONFieldType},
+		{Name: "payload", Type: bigquery.JSONFieldType},
+	}
+}
+
+func (e *bigqueryEnvelope) Save() (map[string]bigquery.Value, string, error) {
+	vErr, _ := e.ValidationError.AsByte()
+	contexts, _ := e.Contexts.AsByte()
+	payload, _ := e.Payload.AsByte()
+
+	return map[string]bigquery.Value{
+		"uuid":             e.Uuid,
+		"timestamp":        e.Timestamp,
+		"buz_timestamp":    e.BuzTimestamp,
+		"buz_version":      e.BuzVersion,
+		"buz_name":         e.BuzName,
+		"buz_env":          e.BuzEnv,
+		"protocol":         e.Protocol,
+		"schema":           e.Schema,
+		"vendor":           e.Vendor,
+		"namespace":        e.Namespace,
+		"version":          e.Version,
+		"is_valid":         e.IsValid,
+		"validation_error": string(vErr),
+		"contexts":         string(contexts),
+		"payload":          string(payload),
+	}, bigquery.NoDedupeID, nil
+}
+
+type Sink struct {
+	metadata backendutils.SinkMetadata
+	client   *bigquery.Client
+	dataset  *bigquery.Dataset
+	input    chan []envelope.Envelope
+	shutdown chan int
+}
+
+func (s *Sink) Metadata() backendutils.SinkMetadata {
+	return s.metadata
+}
+
+func (s *Sink) Initialize(conf config.Sink) error {
+	s.metadata = backendutils.NewSinkMetadataFromConfig(conf)
+	ctx := context.Background()
+	client, err := bigquery.NewClient(ctx, conf.Project)
+	if err != nil {
+		log.Error().Err(err).Msg("🔴 could not instantiate a bigquery client to project " + conf.Project)
+		return err
+	}
+	s.client = client
+	s.dataset = client.Dataset(conf.Dataset)
+	s.input = make(chan []envelope.Envelope, 10000)
+	s.shutdown = make(chan int, 1)
+	return nil
+}
+
+func (s *Sink) StartWorker() error {
+	err := backendutils.StartSinkWorker(s.input, s.shutdown, s)
+	return err
+}
+
+func (s *Sink) Enqueue(envelopes []envelope.Envelope) error {
+	log.Debug().Interface("metadata", s.Metadata()).Msg("enqueueing envelopes")
+	s.input <- envelopes
+	return nil
+}
+
+func (s *Sink) Dequeue(ctx context.Context, envelopes []envelope.Envelope, output string) error {
+	log.Debug().Interface("metadata", s.Metadata()).Msg("dequeueing envelopes")
+	inserter := s.dataset.Table(output).Inserter()
+	var items []*bigqueryEnvelope
+	for _, e := range envelopes {
+		bqEnvelope := bigqueryEnvelope(e)
+		items = append(items, &bqEnvelope)
+	}
+	err := inserter.Put(ctx, items)
+	if err != nil {
+		log.Warn().Err(err).Msg("could not dequeue envelopes - ensuring table exists")
+		tbl := s.dataset.Table(output)
+		md, _ := tbl.Metadata(ctx)
+		if md == nil {
+			// The table doesn't exist and should be created
+			schema := getEnvelopeSchema()
+			tblMetadata := &bigquery.TableMetadata{
+				Schema: schema,
+			}
+			log.Debug().Msg("creating " + output + " table")
+			err := tbl.Create(ctx, tblMetadata)
+			if err != nil {
+				log.Error().Err(err).Msg("could not create " + output + " table")
+				return err
+			}
+			if err != nil {
+				log.Error().Err(err).Msg("could not dequeue envelopes")
+				return err
+			}
+		}
+	}
+	return err
+}
+
+func (s *Sink) Shutdown() error {
+	log.Debug().Interface("metadata", s.metadata).Msg("🟢 shutting down sink")
+	s.shutdown <- 1
+	err := s.client.Close()
+	return err
+}
diff --git a/pkg/config/sink.go b/pkg/config/sink.go
index 014deacf..8d19ac0a 100644
--- a/pkg/config/sink.go
+++ b/pkg/config/sink.go
@@ -12,6 +12,7 @@ type Sink struct {
 	DeadletterOutput string `json:"deadletterOutput"`
 	// GCP
 	Project string `json:"project,omitempty"`
+	Dataset string `json:"dataset,omitempty"`
 	// Kafka
 	Brokers []string `json:"kakfaBrokers,omitempty"`
 	// Http / API
diff --git a/pkg/constants/backend.go b/pkg/constants/backend.go
index 66d596e5..62009ca7 100644
--- a/pkg/constants/backend.go
+++ b/pkg/constants/backend.go
@@ -13,6 +13,7 @@ const (
 	MONGODB       string = "mongodb"
 	ELASTICSEARCH string = "elasticsearch"
 	TIMESCALE     string = "timescale"
+	BIGQUERY      string = "bigquery"
 	// Streams and Queues
 	PUBSUB           string = "pubsub"
 	REDPANDA         string = "redpanda"
diff --git a/pkg/envelope/context.go b/pkg/envelope/context.go
index efbb06e1..c22e9ac0 100644
--- a/pkg/envelope/context.go
+++ b/pkg/envelope/context.go
@@ -32,3 +32,7 @@ func BuildContextsFromRequest(c *gin.Context) Contexts {
 	}
 	return context
 }
+
+func (c *Contexts) AsByte() ([]byte, error) {
+	return json.Marshal(c)
+}
diff --git a/pkg/envelope/validation.go b/pkg/envelope/validation.go
index f67deb35..d2595177 100644
--- a/pkg/envelope/validation.go
+++ b/pkg/envelope/validation.go
@@ -43,3 +43,7 @@ func (e *ValidationError) Value() (driver.Value, error) {
 func (e *ValidationError) Scan(input interface{}) error {
 	return json.Unmarshal(input.([]byte), e)
 }
+
+func (e *ValidationError) AsByte() ([]byte, error) {
+	return json.Marshal(e)
+}
diff --git a/pkg/sink/sink.go b/pkg/sink/sink.go
index 4c575721..88e8c136 100644
--- a/pkg/sink/sink.go
+++ b/pkg/sink/sink.go
@@ -9,6 +9,7 @@ import (
 
 	"github.com/rs/zerolog/log"
 	"github.com/silverton-io/buz/pkg/backend/backendutils"
+	bq "github.com/silverton-io/buz/pkg/backend/bigquery"
 	"github.com/silverton-io/buz/pkg/backend/blackhole"
 	"github.com/silverton-io/buz/pkg/backend/elasticsearch"
 	"github.com/silverton-io/buz/pkg/backend/eventbridge"
@@ -86,6 +87,9 @@ func getSink(conf config.Sink) (sink backendutils.Sink, err error) {
 	case constants.ELASTICSEARCH:
 		sink := elasticsearch.Sink{}
 		return &sink, nil
+	case constants.BIGQUERY:
+		sink := bq.Sink{}
+		return &sink, nil
 	// case constants.CLICKHOUSE:
 	// 	sink := clickhousedb.Sink{}
 	// 	return &sink, nil