feat(azuredevops)!: Migrate to Arrow native SDK (#11012)

Closes #10736

BEGIN_COMMIT_OVERRIDE
feat: Update to use [Apache Arrow](https://arrow.apache.org/) type system (#11012)

BREAKING-CHANGE: This release introduces an internal change to our type system to use [Apache Arrow](https://arrow.apache.org/). This should not have any visible breaking changes, however due to the size of the change we are introducing it under a major version bump to communicate that it might have some bugs that we weren't able to catch during our internal tests. If you encounter an issue during the upgrade, please submit a [bug report](https://github.com/cloudquery/cloudquery/issues/new/choose). You will also need to update destinations depending on which one you use:
- Azure Blob Storage >= v3.2.0
- BigQuery >= v3.0.0
- ClickHouse >= v3.1.1
- DuckDB >= v1.1.6
- Elasticsearch >= v2.0.0
- File >= v3.2.0
- Firehose >= v2.0.2
- GCS >= v3.2.0
- Gremlin >= v2.1.10
- Kafka >= v3.0.1
- Meilisearch >= v2.0.1
- Microsoft SQL Server >= v4.2.0
- MongoDB >= v2.0.1
- MySQL >= v2.0.2
- Neo4j >= v3.0.0
- PostgreSQL >= v4.2.0
- S3 >= v4.4.0
- Snowflake >= v2.1.1
- SQLite >= v2.2.0

END_COMMIT_OVERRIDE

plugins/source/azuredevops/client/client.go

@@ -5,8 +5,8 @@ import (
 	"fmt"
 
 	"github.com/cloudquery/plugin-pb-go/specs"
-	"github.com/cloudquery/plugin-sdk/v2/plugins/source"
-	"github.com/cloudquery/plugin-sdk/v2/schema"
+	"github.com/cloudquery/plugin-sdk/v3/plugins/source"
+	"github.com/cloudquery/plugin-sdk/v3/schema"
 	"github.com/microsoft/azure-devops-go-api/azuredevops/v6"
 	"github.com/rs/zerolog"
 	"github.com/rs/zerolog/log"

plugins/source/azuredevops/client/transformers.go

@@ -3,8 +3,10 @@ package client
 import (
 	"reflect"
 
-	"github.com/cloudquery/plugin-sdk/v2/schema"
-	"github.com/cloudquery/plugin-sdk/v2/transformers"
+	"github.com/apache/arrow/go/v13/arrow"
+	"github.com/cloudquery/plugin-sdk/v3/schema"
+	"github.com/cloudquery/plugin-sdk/v3/transformers"
+	"github.com/cloudquery/plugin-sdk/v3/types"
 	"github.com/google/uuid"
 )
 
@@ -18,11 +20,11 @@ func isUUID(fieldType reflect.Type) bool {
 	return fieldType == reflect.TypeOf(uuid.UUID{})
 }
 
-func typeTransformer(field reflect.StructField) (schema.ValueType, error) {
+func typeTransformer(field reflect.StructField) (arrow.DataType, error) {
 	if isUUID(field.Type) {
-		return schema.TypeUUID, nil
+		return types.ExtensionTypes.UUID, nil
 	}
-	return schema.TypeInvalid, nil
+	return nil, nil
 }
 
 var options = []transformers.StructTransformerOption{

plugins/source/azuredevops/go.mod

@@ -3,20 +3,20 @@ module github.com/cloudquery/cloudquery/plugins/source/azuredevops
 go 1.19
 
 require (
+	github.com/apache/arrow/go/v13 v13.0.0-20230509040948-de6c3cd2b604
 	github.com/cloudquery/plugin-pb-go v1.0.8
-	github.com/cloudquery/plugin-sdk/v2 v2.7.0
+	github.com/cloudquery/plugin-sdk/v3 v3.6.4
 	github.com/google/uuid v1.3.0
 	github.com/microsoft/azure-devops-go-api/azuredevops/v6 v6.0.1
 	github.com/rs/zerolog v1.29.0
 )
 
-// TODO: remove once all updates are merged
-replace github.com/apache/arrow/go/v13 => github.com/cloudquery/arrow/go/v13 v13.0.0-20230509053643-898a79b1d3c8
+replace github.com/apache/arrow/go/v13 => github.com/cloudquery/arrow/go/v13 v13.0.0-20230525142029-2d32efeedad8
 
 require (
 	github.com/andybalholm/brotli v1.0.5 // indirect
-	github.com/apache/arrow/go/v13 v13.0.0-20230509040948-de6c3cd2b604 // indirect
 	github.com/apache/thrift v0.16.0 // indirect
+	github.com/cloudquery/plugin-sdk/v2 v2.7.0 // indirect
 	github.com/davecgh/go-spew v1.1.1 // indirect
 	github.com/getsentry/sentry-go v0.20.0 // indirect
 	github.com/ghodss/yaml v1.0.0 // indirect
@@ -34,6 +34,7 @@ require (
 	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/pierrec/lz4/v4 v4.1.15 // indirect
 	github.com/pmezard/go-difflib v1.0.0 // indirect
 	github.com/spf13/cast v1.5.0 // indirect
 	github.com/spf13/cobra v1.6.1 // indirect

plugins/source/azuredevops/go.sum

@@ -44,12 +44,14 @@ github.com/chzyer/logex v1.1.10/go.mod h1:+Ywpsq7O8HXn0nuIou7OrIPyXbp3wmkHB+jjWR
 github.com/chzyer/readline v0.0.0-20180603132655-2972be24d48e/go.mod h1:nSuG5e5PlCu98SY8svDHJxuZscDgtXS6KTTbou5AhLI=
 github.com/chzyer/test v0.0.0-20180213035817-a1ea475d72b1/go.mod h1:Q3SI9o4m/ZMnBNeIyt5eFwwo7qiLfzFZmjNmxjkiQlU=
 github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
-github.com/cloudquery/arrow/go/v13 v13.0.0-20230509053643-898a79b1d3c8 h1:CmgLSEGQNLHpUQ5cU4L4aF7cuJZRnc1toIIWqC1gmPg=
-github.com/cloudquery/arrow/go/v13 v13.0.0-20230509053643-898a79b1d3c8/go.mod h1:/XatdE3kDIBqZKhZ7OBUHwP2jaASDFZHqF4puOWM8po=
+github.com/cloudquery/arrow/go/v13 v13.0.0-20230525142029-2d32efeedad8 h1:/mgK+To5HNUzuZDWdVygbfn8oaPG5c7I/8qCxwwpWO8=
+github.com/cloudquery/arrow/go/v13 v13.0.0-20230525142029-2d32efeedad8/go.mod h1:/XatdE3kDIBqZKhZ7OBUHwP2jaASDFZHqF4puOWM8po=
 github.com/cloudquery/plugin-pb-go v1.0.8 h1:wn3GXhcNItcP+6wUUZuzUFbvdL59liKBO37/izMi+FQ=
 github.com/cloudquery/plugin-pb-go v1.0.8/go.mod h1:vAGA27psem7ZZNAY4a3S9TKuA/JDQWstjKcHPJX91Mc=
 github.com/cloudquery/plugin-sdk/v2 v2.7.0 h1:hRXsdEiaOxJtsn/wZMFQC9/jPfU1MeMK3KF+gPGqm7U=
 github.com/cloudquery/plugin-sdk/v2 v2.7.0/go.mod h1:pAX6ojIW99b/Vg4CkhnsGkRIzNaVEceYMR+Bdit73ug=
+github.com/cloudquery/plugin-sdk/v3 v3.6.4 h1:P4OkS5tJYkv3OqeL60DAVqXXbFQUyPKJ5YDtAgjl9b4=
+github.com/cloudquery/plugin-sdk/v3 v3.6.4/go.mod h1:3JrZXEULmGXpkOukVaRIzaA63d7TJr9Ukp6hemTjbtc=
 github.com/cncf/udpa/go v0.0.0-20191209042840-269d4d468f6f/go.mod h1:M8M6+tZqaGXZJjfX53e64911xZQV5JYwmTeXPW+k8Sc=
 github.com/cncf/udpa/go v0.0.0-20201120205902-5459f2c99403/go.mod h1:WmhPx2Nbnhtbo57+VJT5O0JRkEi1Wbu0z5j0R8u5Hbk=
 github.com/coreos/go-systemd v0.0.0-20190321100706-95778dfbb74e/go.mod h1:F5haX7vjVVG0kc13fIWeqUViNPyEJxv/OmvnBo0Yme4=
@@ -177,6 +179,7 @@ github.com/minio/c2goasm v0.0.0-20190812172519-36a3d3bbc4f3 h1:+n/aFZefKZp7spd8D
 github.com/minio/c2goasm v0.0.0-20190812172519-36a3d3bbc4f3/go.mod h1:RagcQ7I8IeTMnF8JTXieKnO4Z6JCsikNEzj0DwauVzE=
 github.com/opentracing/opentracing-go v1.1.0/go.mod h1:UkNAQd3GIcIGf0SeVgPpRdFStlNbqXla1AfSYxPUl2o=
 github.com/pierrec/lz4/v4 v4.1.15 h1:MO0/ucJhngq7299dKLwIMtgTfbkoSPF6AoMYDd8Q4q0=
+github.com/pierrec/lz4/v4 v4.1.15/go.mod h1:gZWDp/Ze/IJXGXf23ltt2EXimqmTUXEy0GFuRQyBid4=
 github.com/pingcap/errors v0.11.4 h1:lFuQV/oaUMGcD2tqt+01ROSmJs75VG1ToEOkZIZ4nE4=
 github.com/pkg/errors v0.8.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
 github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4=

plugins/source/azuredevops/main.go

@@ -2,7 +2,7 @@ package main
 
 import (
 	"github.com/cloudquery/cloudquery/plugins/source/azuredevops/resources/plugin"
-	"github.com/cloudquery/plugin-sdk/v2/serve"
+	"github.com/cloudquery/plugin-sdk/v3/serve"
 )
 
 const sentryDSN = "https://81e8135dfd0e42629810a434e0dd72cb@o1396617.ingest.sentry.io/4504317272915968"

plugins/source/azuredevops/resources/plugin/plugin.go

@@ -2,7 +2,7 @@ package plugin
 
 import (
 	"github.com/cloudquery/cloudquery/plugins/source/azuredevops/client"
-	"github.com/cloudquery/plugin-sdk/v2/plugins/source"
+	"github.com/cloudquery/plugin-sdk/v3/plugins/source"
 )
 
 var (

plugins/source/azuredevops/resources/services/core/projects.go

@@ -2,7 +2,7 @@ package core
 
 import (
 	"github.com/cloudquery/cloudquery/plugins/source/azuredevops/client"
-	"github.com/cloudquery/plugin-sdk/v2/schema"
+	"github.com/cloudquery/plugin-sdk/v3/schema"
 	"github.com/microsoft/azure-devops-go-api/azuredevops/v6/core"
 )
 

plugins/source/azuredevops/resources/services/core/projects_fetch.go

@@ -4,7 +4,7 @@ import (
 	"context"
 
 	"github.com/cloudquery/cloudquery/plugins/source/azuredevops/client"
-	"github.com/cloudquery/plugin-sdk/v2/schema"
+	"github.com/cloudquery/plugin-sdk/v3/schema"
 	"github.com/microsoft/azure-devops-go-api/azuredevops/v6/core"
 )
 

website/tables/azuredevops/azuredevops_core_projects.md

@@ -8,17 +8,17 @@ The primary key for this table is **_cq_id**.
 
 | Name          | Type          |
 | ------------- | ------------- |
-|_cq_source_name|String|
-|_cq_sync_time|Timestamp|
-|_cq_id (PK)|UUID|
-|_cq_parent_id|UUID|
-|abbreviation|String|
-|default_team_image_url|String|
-|description|String|
-|id|UUID|
-|last_update_time|JSON|
-|name|String|
-|revision|Int|
-|state|String|
-|url|String|
-|visibility|String|
+|_cq_source_name|utf8|
+|_cq_sync_time|timestamp[us, tz=UTC]|
+|_cq_id (PK)|uuid|
+|_cq_parent_id|uuid|
+|abbreviation|utf8|
+|default_team_image_url|utf8|
+|description|utf8|
+|id|uuid|
+|last_update_time|json|
+|name|utf8|
+|revision|int64|
+|state|utf8|
+|url|utf8|
+|visibility|utf8|