建立自訂機構政策限制

本頁說明如何使用 Organization Policy Service 自訂限制，限制下列 Google Cloud 資源的特定作業：

  • datastream.googleapis.com/ConnectionProfile
  • datastream.googleapis.com/Stream
  • datastream.googleapis.com/PrivateConnection

如要進一步瞭解機構政策，請參閱「自訂機構政策」。

關於機構政策和限制

Google Cloud 機構政策服務可讓您透過程式以集中方式控管機構的資源。身為機構政策管理員，您可以定義機構政策，也就是一組稱為「限制」的限制，適用於Google Cloud 資源和Google Cloud 資源階層中這些資源的子系。您可以在機構、資料夾或專案層級強制執行機構政策。

機構政策提供各種 Google Cloud 服務的內建代管限制。不過，如要更精細地自訂機構政策中受限的特定欄位，也可以建立自訂限制，並在機構政策中使用這些自訂限制。

政策繼承

根據預設，機構政策會由您強制執行政策的資源子系繼承。舉例來說，如果您對資料夾強制執行政策， Google Cloud 系統會對該資料夾中的所有專案強制執行政策。如要進一步瞭解這項行為及如何變更，請參閱階層評估規則。

優點

您可以透過自訂機構政策，對 Datastream 資源強制執行特定安全性政策。舉例來說，您可以限制串流的顯示名稱、連線設定檔類型，或是可建立私人連線的區域。確保機構全體成員遵守法規並落實治理。

限制

  • 政策變更不會回溯套用至現有的 Datastream 資源。
  • 即使現有資源設定含有不符合規定的值，只要未更新，仍會維持有效。
  • 自訂限制評估可能會在資源建立和更新要求中增加少量延遲。

事前準備

  1. Sign in to your Google Cloud account. If you're new to Google Cloud, create an account to evaluate how our products perform in real-world scenarios. New customers also get $300 in free credits to run, test, and deploy workloads.

  2. In the Google Cloud console, on the project selector page, select or create a Google Cloud project.

    Roles required to select or create a project

    • Select a project: Selecting a project doesn't require a specific IAM role—you can select any project that you've been granted a role on.
    • Create a project: To create a project, you need the Project Creator (roles/resourcemanager.projectCreator), which contains the resourcemanager.projects.create permission. Learn how to grant roles.

    Go to project selector

  3. Verify that billing is enabled for your Google Cloud project.

  4. Install the Google Cloud CLI.

  5. 如果您使用外部識別資訊提供者 (IdP)，請先 使用聯合身分登入 gcloud CLI。

  6. 如要初始化 gcloud CLI，請執行下列指令： 

    gcloud init

  7. In the Google Cloud console, on the project selector page, select or create a Google Cloud project.

    Roles required to select or create a project

    • Select a project: Selecting a project doesn't require a specific IAM role—you can select any project that you've been granted a role on.
    • Create a project: To create a project, you need the Project Creator (roles/resourcemanager.projectCreator), which contains the resourcemanager.projects.create permission. Learn how to grant roles.

    Go to project selector

  8. Verify that billing is enabled for your Google Cloud project.

  9. Install the Google Cloud CLI.

  10. 如果您使用外部識別資訊提供者 (IdP)，請先 使用聯合身分登入 gcloud CLI。

  11. 如要初始化 gcloud CLI，請執行下列指令： 

    gcloud init
  12. 請確認您知道機構 ID。

    13. 必要的角色

    如要取得管理自訂機構政策所需的權限，請要求管理員授予您機構資源的機構政策管理員 (roles/orgpolicy.policyAdmin) IAM 角色。如要進一步瞭解如何授予角色，請參閱「管理專案、資料夾和機構的存取權」。

    您或許還可透過自訂角色或其他預先定義的角色取得必要權限。

    建立自訂限制

    自訂限制是在 YAML 檔案中定義，其中包含您要強制執行機構政策的服務所支援的資源、方法、條件和動作。自訂限制的條件是使用一般運算語言 (CEL) 定義。如要進一步瞭解如何使用 CEL 在自訂限制中建構條件，請參閱「建立及管理自訂限制」一文的 CEL 一節。

    如要建立自訂限制，請使用下列格式建立 YAML 檔案：

    name: organizations/ORGANIZATION_ID/customConstraints/CONSTRAINT_NAME
resourceTypes:
- RESOURCE_NAME
methodTypes:
- CREATE
- UPDATE
condition: "CONDITION"
actionType: ACTION
displayName: DISPLAY_NAME
description: DESCRIPTION

    更改下列內容：

    • ORGANIZATION_ID：您的機構 ID，例如 123456789。

    • CONSTRAINT_NAME：新自訂限制的名稱。自訂限制條件必須以 custom. 開頭，且只能包含大寫英文字母、小寫英文字母或數字。例如，custom.restrictDatastreamStreamDisplayName。這個欄位的長度上限為 70 個字元。

    • RESOURCE_NAME：包含要限制物件和欄位的Google Cloud 資源完整名稱。例如：datastream.googleapis.com/Stream。

    • CONDITION：針對支援服務資源的代表項目編寫的 CEL 條件。這個欄位的長度上限為 1000 個字元。如要進一步瞭解可編寫條件的資源，請參閱「支援的資源」。例如："!resource.displayName.startsWith('test-')"。

    • ACTION：如果符合 condition，應採取的動作。可能的值為 ALLOW 和 DENY。

    • DISPLAY_NAME：限制條件的易記名稱。這個欄位的長度上限為 200 個字元。

    • DESCRIPTION：違反政策時，要以錯誤訊息形式顯示的限制說明。這個欄位的長度上限為 2000 個字元。

    如要進一步瞭解如何建立自訂限制，請參閱「定義自訂限制」。

    設定自訂限制

    為新的自訂限制建立 YAML 檔案後，您必須進行設定，才能在貴機構的機構政策中使用該檔案。如要設定自訂限制，請使用 gcloud org-policies set-custom-constraint 指令： 
    gcloud org-policies set-custom-constraint CONSTRAINT_PATH
     將 CONSTRAINT_PATH 替換為自訂限制檔案的完整路徑。例如：/home/user/customconstraint.yaml。 完成後，自訂限制就會顯示在 Google Cloud 機構政策清單中，做為機構政策使用。如要確認自訂限制條件是否存在，請使用 gcloud org-policies list-custom-constraints 指令：
    gcloud org-policies list-custom-constraints --organization=ORGANIZATION_ID
     將 ORGANIZATION_ID 替換為機構資源的 ID。 詳情請參閱「查看組織政策」。

    強制執行自訂機構政策

    如要強制執行限制，請建立參照該限制的機構政策，然後將該政策套用至 Google Cloud 資源。

    控制台

    1. 前往 Google Cloud 控制台的「Organization policies」(機構政策) 頁面。

      前往「機構政策」頁面

    2. 在專案選擇工具中，選取要設定機構政策的專案。
    3. 在「Organization policies」(機構政策) 頁面上的清單中選取限制條件，即可查看該限制條件的「Policy details」(政策詳情) 頁面。
    4. 如要設定資源的機構政策，請按一下「管理政策」。
    5. 在「編輯政策」頁面中，選取「覆寫上層政策」。
    6. 按一下「新增規則」。
    7. 在「Enforcement」(強制執行) 區段中，選取是否要強制執行這項機構政策。
    8. 選用：如要根據標記設定機構政策條件，請按一下「新增條件」。請注意，如果為組織政策新增條件式規則，您必須至少新增一項無條件規則，否則無法儲存政策。詳情請參閱「使用標記設定組織政策」。
    9. 按一下「測試變更」，模擬機構政策的影響。舊版受管理限制條件不支援政策模擬。詳情請參閱「 使用 Policy Simulator 測試組織政策變更」。
    10. 如要完成並套用機構政策，請按一下「設定政策」。這項政策最多需要 15 分鐘才會生效。

    gcloud

    如要建立含有布林值規則的機構政策，請建立參照限制的政策 YAML 檔案：

          name: projects/PROJECT_ID/policies/CONSTRAINT_NAME
      spec:
        rules:
        - enforce: true

    取代下列項目：

    • PROJECT_ID：您要強制執行限制的專案。
    • CONSTRAINT_NAME：您為自訂限制定義的名稱。例如：custom.restrictDatastreamStreamDisplayName。

    如要強制執行包含限制的機構政策，請執行下列指令： 

        gcloud org-policies set-policy POLICY_PATH

    將 POLICY_PATH 替換為機構政策 YAML 檔案的完整路徑。這項政策最多需要 15 分鐘才會生效。

    測試自訂機構政策

    以下範例會建立自訂限制和政策，禁止建立顯示名稱開頭不是 test- 的 Datastream 資料串流。

    開始之前，請先備妥下列項目：

    • 機構 ID
    • 專案 ID

    建立限制

    1. 將下列檔案儲存為 constraint-datastream-stream-displayname.yaml：

      name: organizations/ORGANIZATION_ID/customConstraints/custom.restrictDatastreamStreamDisplayName
resourceTypes:
- datastream.googleapis.com/Stream
methodTypes:
- CREATE
- UPDATE
condition: "!resource.displayName.startsWith('test-')"
actionType: DENY
displayName: Restrict stream display names
description: All new Datastream streams must have a display name starting with 'test-'

      這項限制規定，每個新串流或更新的串流都必須有以 test- 開頭的 displayName。

    2. 套用限制：

      gcloud org-policies set-custom-constraint ~/constraint-datastream-stream-displayname.yaml

    3. 確認限制條件是否存在：

      gcloud org-policies list-custom-constraints --organization=ORGANIZATION_ID

    建立政策

    1. 將下列檔案儲存為 policy-deny-stream-displayname.yaml：

      name: projects/PROJECT_ID/policies/custom.restrictDatastreamStreamDisplayName
spec:
  rules:
  - enforce: true

      將 PROJECT_ID 替換為您的專案 ID。

    2. 套用政策：

      gcloud org-policies set-policy ~/policy-deny-stream-displayname.yaml

    測試政策

    嘗試使用不符合規定的顯示名稱建立 Datastream 串流：

    # This command is a conceptual example. You need to provide valid source and destination config IDs.
# Replace <VAR> placeholders with actual values.
gcloud datastream streams create my-prod-stream --location=<VAR>LOCATION</VAR> --display-name="production-stream" --source=<VAR>SOURCE_CP</VAR> --destination=<VAR>DEST_CP</VAR> ...

    輸出內容應包含類似以下的錯誤：

    Operation denied by custom org policies: ["customConstraints/custom.restrictDatastreamStreamDisplayName": "All new Datastream streams must have a display name starting with 'test-'"]

    常見用途的自訂機構政策範例

    下表提供一些常見自訂限制的語法範例。

    說明 限制語法
    限制串流顯示名稱

    確保所有新串流都遵循特定命名慣例。

          name: organizations/ORGANIZATION_ID/customConstraints/custom.restrictDatastreamStreamDisplayName
      resourceTypes:
      - datastream.googleapis.com/Stream
      methodTypes:
      - CREATE
      - UPDATE
      condition: "!resource.displayName.startsWith('test-')"
      actionType: DENY
      displayName: Restrict stream display names
      description: All new Datastream streams must have a display name starting with 'test-'
    僅限 MySQL 連線設定檔類型

    確保只能建立 MySQL 連線設定檔。

    注意：確切條件取決於連線設定檔產生的通用運算語言 (CEL) 協定緩衝區結構。這個範例假設有一個欄位表示設定檔類型。

          name: organizations/ORGANIZATION_ID/customConstraints/custom.restrictDatastreamToMySQL
      resourceTypes:
      - datastream.googleapis.com/ConnectionProfile
      methodTypes:
      - CREATE
      # This condition is an example and needs to be validated against the actual CEL proto fields.
      # It checks for the presence of the mysqlProfile field.
      condition: "!has(resource.mysqlProfile)"
      actionType: DENY
      displayName: Restrict connection profiles to MySQL
      description: Only MySQL source connection profiles can be created.
    將私人連線限制在特定虛擬私有雲

    確保私人連線只使用核准的虛擬私有雲網路。

    注意：這個範例假設 VPC 名稱位於 resource.vpcPeeringConfig.vpc 中。

          name: organizations/ORGANIZATION_ID/customConstraints/custom.restrictDatastreamPrivateConnectionVPC
      resourceTypes:
      - datastream.googleapis.com/PrivateConnection
      methodTypes:
      - CREATE
      # This condition assumes the vpc name is accessible via resource.vpcPeeringConfig.vpc.
      # This needs to be verified against the actual CEL proto.
      condition: "resource.vpcPeeringConfig.vpc != 'projects/ALLOWED_PROJECT/global/networks/ALLOWED_VPC'"
      actionType: DENY
      displayName: Restrict Private Connection VPC
      description: Private Connections can only be created with the allowed VPC.

    Datastream 支援的資源

    下表列出可在自訂限制中參照的 Datastream 資源。

    資源 欄位
    datastream.googleapis.com/ConnectionProfile resource.displayName
    resource.forwardSshConnectivity.hostname
    resource.forwardSshConnectivity.port
    resource.forwardSshConnectivity.username
    resource.gcsProfile.bucket
    resource.gcsProfile.rootPath
    resource.mongodbProfile.hostAddresses.hostname
    resource.mongodbProfile.hostAddresses.port
    resource.mongodbProfile.replicaSet
    resource.mongodbProfile.standardConnectionFormat.directConnection
    resource.mongodbProfile.username
    resource.mysqlProfile.hostname
    resource.mysqlProfile.port
    resource.mysqlProfile.username
    resource.oracleProfile.connectionAttributes
    resource.oracleProfile.databaseService
    resource.oracleProfile.hostname
    resource.oracleProfile.oracleAsmConfig.asmService
    resource.oracleProfile.oracleAsmConfig.connectionAttributes
    resource.oracleProfile.oracleAsmConfig.hostname
    resource.oracleProfile.oracleAsmConfig.oracleSslConfig.serverCertificateDistinguishedName
    resource.oracleProfile.oracleAsmConfig.port
    resource.oracleProfile.oracleAsmConfig.username
    resource.oracleProfile.oracleSslConfig.serverCertificateDistinguishedName
    resource.oracleProfile.port
    resource.oracleProfile.username
    resource.postgresqlProfile.database
    resource.postgresqlProfile.hostname
    resource.postgresqlProfile.port
    resource.postgresqlProfile.username
    resource.privateConnectivity.privateConnection
    resource.salesforceProfile.domain
    resource.salesforceProfile.oauth2ClientCredentials.clientId
    resource.salesforceProfile.userCredentials.username
    resource.sqlServerProfile.database
    resource.sqlServerProfile.hostname
    resource.sqlServerProfile.port
    resource.sqlServerProfile.username
    datastream.googleapis.com/PrivateConnection resource.displayName
    resource.pscInterfaceConfig.networkAttachment
    resource.vpcPeeringConfig.subnet
    resource.vpcPeeringConfig.vpc
    datastream.googleapis.com/Stream resource.backfillAll.mongodbExcludedObjects.databases.collections.collection
    resource.backfillAll.mongodbExcludedObjects.databases.collections.fields.field
    resource.backfillAll.mongodbExcludedObjects.databases.database
    resource.backfillAll.mysqlExcludedObjects.mysqlDatabases.database
    resource.backfillAll.mysqlExcludedObjects.mysqlDatabases.mysqlTables.mysqlColumns.collation
    resource.backfillAll.mysqlExcludedObjects.mysqlDatabases.mysqlTables.mysqlColumns.column
    resource.backfillAll.mysqlExcludedObjects.mysqlDatabases.mysqlTables.mysqlColumns.dataType
    resource.backfillAll.mysqlExcludedObjects.mysqlDatabases.mysqlTables.mysqlColumns.length
    resource.backfillAll.mysqlExcludedObjects.mysqlDatabases.mysqlTables.mysqlColumns.nullable
    resource.backfillAll.mysqlExcludedObjects.mysqlDatabases.mysqlTables.mysqlColumns.ordinalPosition
    resource.backfillAll.mysqlExcludedObjects.mysqlDatabases.mysqlTables.mysqlColumns.precision
    resource.backfillAll.mysqlExcludedObjects.mysqlDatabases.mysqlTables.mysqlColumns.primaryKey
    resource.backfillAll.mysqlExcludedObjects.mysqlDatabases.mysqlTables.mysqlColumns.scale
    resource.backfillAll.mysqlExcludedObjects.mysqlDatabases.mysqlTables.table
    resource.backfillAll.oracleExcludedObjects.oracleSchemas.oracleTables.oracleColumns.column
    resource.backfillAll.oracleExcludedObjects.oracleSchemas.oracleTables.oracleColumns.dataType
    resource.backfillAll.oracleExcludedObjects.oracleSchemas.oracleTables.oracleColumns.encoding
    resource.backfillAll.oracleExcludedObjects.oracleSchemas.oracleTables.oracleColumns.length
    resource.backfillAll.oracleExcludedObjects.oracleSchemas.oracleTables.oracleColumns.nullable
    resource.backfillAll.oracleExcludedObjects.oracleSchemas.oracleTables.oracleColumns.ordinalPosition
    resource.backfillAll.oracleExcludedObjects.oracleSchemas.oracleTables.oracleColumns.precision
    resource.backfillAll.oracleExcludedObjects.oracleSchemas.oracleTables.oracleColumns.primaryKey
    resource.backfillAll.oracleExcludedObjects.oracleSchemas.oracleTables.oracleColumns.scale
    resource.backfillAll.oracleExcludedObjects.oracleSchemas.oracleTables.table
    resource.backfillAll.oracleExcludedObjects.oracleSchemas.schema
    resource.backfillAll.postgresqlExcludedObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.column
    resource.backfillAll.postgresqlExcludedObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.dataType
    resource.backfillAll.postgresqlExcludedObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.length
    resource.backfillAll.postgresqlExcludedObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.nullable
    resource.backfillAll.postgresqlExcludedObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.ordinalPosition
    resource.backfillAll.postgresqlExcludedObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.precision
    resource.backfillAll.postgresqlExcludedObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.primaryKey
    resource.backfillAll.postgresqlExcludedObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.scale
    resource.backfillAll.postgresqlExcludedObjects.postgresqlSchemas.postgresqlTables.table
    resource.backfillAll.postgresqlExcludedObjects.postgresqlSchemas.schema
    resource.backfillAll.salesforceExcludedObjects.objects.fields.dataType
    resource.backfillAll.salesforceExcludedObjects.objects.fields.name
    resource.backfillAll.salesforceExcludedObjects.objects.fields.nillable
    resource.backfillAll.salesforceExcludedObjects.objects.objectName
    resource.backfillAll.sqlServerExcludedObjects.schemas.schema
    resource.backfillAll.sqlServerExcludedObjects.schemas.tables.columns.column
    resource.backfillAll.sqlServerExcludedObjects.schemas.tables.columns.dataType
    resource.backfillAll.sqlServerExcludedObjects.schemas.tables.columns.length
    resource.backfillAll.sqlServerExcludedObjects.schemas.tables.columns.nullable
    resource.backfillAll.sqlServerExcludedObjects.schemas.tables.columns.ordinalPosition
    resource.backfillAll.sqlServerExcludedObjects.schemas.tables.columns.precision
    resource.backfillAll.sqlServerExcludedObjects.schemas.tables.columns.primaryKey
    resource.backfillAll.sqlServerExcludedObjects.schemas.tables.columns.scale
    resource.backfillAll.sqlServerExcludedObjects.schemas.tables.table
    resource.customerManagedEncryptionKey
    resource.destinationConfig.bigqueryDestinationConfig.blmtConfig.bucket
    resource.destinationConfig.bigqueryDestinationConfig.blmtConfig.connectionName
    resource.destinationConfig.bigqueryDestinationConfig.blmtConfig.fileFormat
    resource.destinationConfig.bigqueryDestinationConfig.blmtConfig.rootPath
    resource.destinationConfig.bigqueryDestinationConfig.blmtConfig.tableFormat
    resource.destinationConfig.bigqueryDestinationConfig.dataFreshness
    resource.destinationConfig.bigqueryDestinationConfig.singleTargetDataset.datasetId
    resource.destinationConfig.bigqueryDestinationConfig.sourceHierarchyDatasets.datasetTemplate.datasetIdPrefix
    resource.destinationConfig.bigqueryDestinationConfig.sourceHierarchyDatasets.datasetTemplate.kmsKeyName
    resource.destinationConfig.bigqueryDestinationConfig.sourceHierarchyDatasets.datasetTemplate.location
    resource.destinationConfig.bigqueryDestinationConfig.sourceHierarchyDatasets.projectId
    resource.destinationConfig.destinationConnectionProfile
    resource.destinationConfig.gcsDestinationConfig.fileRotationInterval
    resource.destinationConfig.gcsDestinationConfig.fileRotationMb
    resource.destinationConfig.gcsDestinationConfig.jsonFileFormat.compression
    resource.destinationConfig.gcsDestinationConfig.jsonFileFormat.schemaFileFormat
    resource.destinationConfig.gcsDestinationConfig.path
    resource.displayName
    resource.environmentConfig.peripheralsConfig.sparkHistoryServerConfig.dataprocCluster
    resource.jupyterSession.displayName
    resource.jupyterSession.kernel
    resource.name
    resource.runtimeConfig.autotuningConfig.scenarios
    resource.runtimeConfig.cohort
    resource.runtimeConfig.containerImage
    resource.runtimeConfig.properties
    resource.runtimeConfig.repositoryConfig.pypiRepositoryConfig.pypiRepository
    resource.runtimeConfig.version
    resource.sourceConfig.mongodbSourceConfig.excludeObjects.databases.collections.collection
    resource.sourceConfig.mongodbSourceConfig.excludeObjects.databases.collections.fields.field
    resource.sourceConfig.mongodbSourceConfig.excludeObjects.databases.database
    resource.sourceConfig.mongodbSourceConfig.includeObjects.databases.collections.collection
    resource.sourceConfig.mongodbSourceConfig.includeObjects.databases.collections.fields.field
    resource.sourceConfig.mongodbSourceConfig.includeObjects.databases.database
    resource.sourceConfig.mongodbSourceConfig.maxConcurrentBackfillTasks
    resource.sourceConfig.mysqlSourceConfig.excludeObjects.mysqlDatabases.database
    resource.sourceConfig.mysqlSourceConfig.excludeObjects.mysqlDatabases.mysqlTables.mysqlColumns.collation
    resource.sourceConfig.mysqlSourceConfig.excludeObjects.mysqlDatabases.mysqlTables.mysqlColumns.column
    resource.sourceConfig.mysqlSourceConfig.excludeObjects.mysqlDatabases.mysqlTables.mysqlColumns.dataType
    resource.sourceConfig.mysqlSourceConfig.excludeObjects.mysqlDatabases.mysqlTables.mysqlColumns.length
    resource.sourceConfig.mysqlSourceConfig.excludeObjects.mysqlDatabases.mysqlTables.mysqlColumns.nullable
    resource.sourceConfig.mysqlSourceConfig.excludeObjects.mysqlDatabases.mysqlTables.mysqlColumns.ordinalPosition
    resource.sourceConfig.mysqlSourceConfig.excludeObjects.mysqlDatabases.mysqlTables.mysqlColumns.precision
    resource.sourceConfig.mysqlSourceConfig.excludeObjects.mysqlDatabases.mysqlTables.mysqlColumns.primaryKey
    resource.sourceConfig.mysqlSourceConfig.excludeObjects.mysqlDatabases.mysqlTables.mysqlColumns.scale
    resource.sourceConfig.mysqlSourceConfig.excludeObjects.mysqlDatabases.mysqlTables.table
    resource.sourceConfig.mysqlSourceConfig.includeObjects.mysqlDatabases.database
    resource.sourceConfig.mysqlSourceConfig.includeObjects.mysqlDatabases.mysqlTables.mysqlColumns.collation
    resource.sourceConfig.mysqlSourceConfig.includeObjects.mysqlDatabases.mysqlTables.mysqlColumns.column
    resource.sourceConfig.mysqlSourceConfig.includeObjects.mysqlDatabases.mysqlTables.mysqlColumns.dataType
    resource.sourceConfig.mysqlSourceConfig.includeObjects.mysqlDatabases.mysqlTables.mysqlColumns.length
    resource.sourceConfig.mysqlSourceConfig.includeObjects.mysqlDatabases.mysqlTables.mysqlColumns.nullable
    resource.sourceConfig.mysqlSourceConfig.includeObjects.mysqlDatabases.mysqlTables.mysqlColumns.ordinalPosition
    resource.sourceConfig.mysqlSourceConfig.includeObjects.mysqlDatabases.mysqlTables.mysqlColumns.precision
    resource.sourceConfig.mysqlSourceConfig.includeObjects.mysqlDatabases.mysqlTables.mysqlColumns.primaryKey
    resource.sourceConfig.mysqlSourceConfig.includeObjects.mysqlDatabases.mysqlTables.mysqlColumns.scale
    resource.sourceConfig.mysqlSourceConfig.includeObjects.mysqlDatabases.mysqlTables.table
    resource.sourceConfig.mysqlSourceConfig.maxConcurrentBackfillTasks
    resource.sourceConfig.mysqlSourceConfig.maxConcurrentCdcTasks
    resource.sourceConfig.oracleSourceConfig.binaryLogParser.logFileDirectories.archivedLogDirectory
    resource.sourceConfig.oracleSourceConfig.binaryLogParser.logFileDirectories.onlineLogDirectory
    resource.sourceConfig.oracleSourceConfig.excludeObjects.oracleSchemas.oracleTables.oracleColumns.column
    resource.sourceConfig.oracleSourceConfig.excludeObjects.oracleSchemas.oracleTables.oracleColumns.dataType
    resource.sourceConfig.oracleSourceConfig.excludeObjects.oracleSchemas.oracleTables.oracleColumns.encoding
    resource.sourceConfig.oracleSourceConfig.excludeObjects.oracleSchemas.oracleTables.oracleColumns.length
    resource.sourceConfig.oracleSourceConfig.excludeObjects.oracleSchemas.oracleTables.oracleColumns.nullable
    resource.sourceConfig.oracleSourceConfig.excludeObjects.oracleSchemas.oracleTables.oracleColumns.ordinalPosition
    resource.sourceConfig.oracleSourceConfig.excludeObjects.oracleSchemas.oracleTables.oracleColumns.precision
    resource.sourceConfig.oracleSourceConfig.excludeObjects.oracleSchemas.oracleTables.oracleColumns.primaryKey
    resource.sourceConfig.oracleSourceConfig.excludeObjects.oracleSchemas.oracleTables.oracleColumns.scale
    resource.sourceConfig.oracleSourceConfig.excludeObjects.oracleSchemas.oracleTables.table
    resource.sourceConfig.oracleSourceConfig.excludeObjects.oracleSchemas.schema
    resource.sourceConfig.oracleSourceConfig.includeObjects.oracleSchemas.oracleTables.oracleColumns.column
    resource.sourceConfig.oracleSourceConfig.includeObjects.oracleSchemas.oracleTables.oracleColumns.dataType
    resource.sourceConfig.oracleSourceConfig.includeObjects.oracleSchemas.oracleTables.oracleColumns.encoding
    resource.sourceConfig.oracleSourceConfig.includeObjects.oracleSchemas.oracleTables.oracleColumns.length
    resource.sourceConfig.oracleSourceConfig.includeObjects.oracleSchemas.oracleTables.oracleColumns.nullable
    resource.sourceConfig.oracleSourceConfig.includeObjects.oracleSchemas.oracleTables.oracleColumns.ordinalPosition
    resource.sourceConfig.oracleSourceConfig.includeObjects.oracleSchemas.oracleTables.oracleColumns.precision
    resource.sourceConfig.oracleSourceConfig.includeObjects.oracleSchemas.oracleTables.oracleColumns.primaryKey
    resource.sourceConfig.oracleSourceConfig.includeObjects.oracleSchemas.oracleTables.oracleColumns.scale
    resource.sourceConfig.oracleSourceConfig.includeObjects.oracleSchemas.oracleTables.table
    resource.sourceConfig.oracleSourceConfig.includeObjects.oracleSchemas.schema
    resource.sourceConfig.oracleSourceConfig.maxConcurrentBackfillTasks
    resource.sourceConfig.oracleSourceConfig.maxConcurrentCdcTasks
    resource.sourceConfig.postgresqlSourceConfig.excludeObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.column
    resource.sourceConfig.postgresqlSourceConfig.excludeObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.dataType
    resource.sourceConfig.postgresqlSourceConfig.excludeObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.length
    resource.sourceConfig.postgresqlSourceConfig.excludeObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.nullable
    resource.sourceConfig.postgresqlSourceConfig.excludeObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.ordinalPosition
    resource.sourceConfig.postgresqlSourceConfig.excludeObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.precision
    resource.sourceConfig.postgresqlSourceConfig.excludeObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.primaryKey
    resource.sourceConfig.postgresqlSourceConfig.excludeObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.scale
    resource.sourceConfig.postgresqlSourceConfig.excludeObjects.postgresqlSchemas.postgresqlTables.table
    resource.sourceConfig.postgresqlSourceConfig.excludeObjects.postgresqlSchemas.schema
    resource.sourceConfig.postgresqlSourceConfig.includeObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.column
    resource.sourceConfig.postgresqlSourceConfig.includeObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.dataType
    resource.sourceConfig.postgresqlSourceConfig.includeObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.length
    resource.sourceConfig.postgresqlSourceConfig.includeObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.nullable
    resource.sourceConfig.postgresqlSourceConfig.includeObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.ordinalPosition
    resource.sourceConfig.postgresqlSourceConfig.includeObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.precision
    resource.sourceConfig.postgresqlSourceConfig.includeObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.primaryKey
    resource.sourceConfig.postgresqlSourceConfig.includeObjects.postgresqlSchemas.postgresqlTables.postgresqlColumns.scale
    resource.sourceConfig.postgresqlSourceConfig.includeObjects.postgresqlSchemas.postgresqlTables.table
    resource.sourceConfig.postgresqlSourceConfig.includeObjects.postgresqlSchemas.schema
    resource.sourceConfig.postgresqlSourceConfig.maxConcurrentBackfillTasks
    resource.sourceConfig.postgresqlSourceConfig.publication
    resource.sourceConfig.postgresqlSourceConfig.replicationSlot
    resource.sourceConfig.salesforceSourceConfig.excludeObjects.objects.fields.dataType
    resource.sourceConfig.salesforceSourceConfig.excludeObjects.objects.fields.name
    resource.sourceConfig.salesforceSourceConfig.excludeObjects.objects.fields.nillable
    resource.sourceConfig.salesforceSourceConfig.excludeObjects.objects.objectName
    resource.sourceConfig.salesforceSourceConfig.includeObjects.objects.fields.dataType
    resource.sourceConfig.salesforceSourceConfig.includeObjects.objects.fields.name
    resource.sourceConfig.salesforceSourceConfig.includeObjects.objects.fields.nillable
    resource.sourceConfig.salesforceSourceConfig.includeObjects.objects.objectName
    resource.sourceConfig.salesforceSourceConfig.pollingInterval
    resource.sourceConfig.sourceConnectionProfile
    resource.sourceConfig.sqlServerSourceConfig.excludeObjects.schemas.schema
    resource.sourceConfig.sqlServerSourceConfig.excludeObjects.schemas.tables.columns.column
    resource.sourceConfig.sqlServerSourceConfig.excludeObjects.schemas.tables.columns.dataType
    resource.sourceConfig.sqlServerSourceConfig.excludeObjects.schemas.tables.columns.length
    resource.sourceConfig.sqlServerSourceConfig.excludeObjects.schemas.tables.columns.nullable
    resource.sourceConfig.sqlServerSourceConfig.excludeObjects.schemas.tables.columns.ordinalPosition
    resource.sourceConfig.sqlServerSourceConfig.excludeObjects.schemas.tables.columns.precision
    resource.sourceConfig.sqlServerSourceConfig.excludeObjects.schemas.tables.columns.primaryKey
    resource.sourceConfig.sqlServerSourceConfig.excludeObjects.schemas.tables.columns.scale
    resource.sourceConfig.sqlServerSourceConfig.excludeObjects.schemas.tables.table
    resource.sourceConfig.sqlServerSourceConfig.includeObjects.schemas.schema
    resource.sourceConfig.sqlServerSourceConfig.includeObjects.schemas.tables.columns.column
    resource.sourceConfig.sqlServerSourceConfig.includeObjects.schemas.tables.columns.dataType
    resource.sourceConfig.sqlServerSourceConfig.includeObjects.schemas.tables.columns.length
    resource.sourceConfig.sqlServerSourceConfig.includeObjects.schemas.tables.columns.nullable
    resource.sourceConfig.sqlServerSourceConfig.includeObjects.schemas.tables.columns.ordinalPosition
    resource.sourceConfig.sqlServerSourceConfig.includeObjects.schemas.tables.columns.precision
    resource.sourceConfig.sqlServerSourceConfig.includeObjects.schemas.tables.columns.primaryKey
    resource.sourceConfig.sqlServerSourceConfig.includeObjects.schemas.tables.columns.scale
    resource.sourceConfig.sqlServerSourceConfig.includeObjects.schemas.tables.table
    resource.sourceConfig.sqlServerSourceConfig.maxConcurrentBackfillTasks
    resource.sourceConfig.sqlServerSourceConfig.maxConcurrentCdcTasks
    resource.state

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