创建自定义组织政策限制条件

本页面介绍了如何使用组织政策服务自定义限制条件来限制对以下 Google Cloud 资源执行的特定操作：

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

如需详细了解组织政策，请参阅自定义组织政策。

组织政策和限制条件简介

借助 Google Cloud 组织政策服务，您可以对组织的资源进行程序化集中控制。作为组织政策管理员，您可以定义组织政策，这是一组称为限制条件的限制，会应用于 Google Cloud 资源层次结构中的Google Cloud 资源及其后代。您可以在组织、文件夹或项目级强制执行组织政策。

组织政策为各种 Google Cloud 服务提供内置的托管式限制。但是，如果您想要更精细地控制和自定义组织政策中受限的特定字段，还可以创建自定义限制条件并在组织政策中使用这些自定义限制条件。

政策继承

如果您对资源强制执行政策，默认情况下，该资源的后代会继承组织政策。例如，如果您对某个文件夹强制执行一项政策， Google Cloud 会对该文件夹中的所有项目强制执行该政策。如需详细了解此行为及其更改方式，请参阅层次结构评估规则。

优势

您可以使用自定义组织政策对 Datastream 资源强制实施特定的安全政策。例如，您可以限制数据流的显示名称、连接配置文件的类型或可以建立专用连接的区域。这有助于确保整个组织内的合规性和治理。

限制

  • 政策更改不会以追溯方式应用于现有 Datastream 资源。
  • 即使现有资源配置包含不合规的值，除非更新该配置，否则它仍然有效。
  • 自定义限制条件评估可能会为资源创建和更新请求增加少量延迟。

准备工作

  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. 如果您使用的是外部身份提供方 (IdP)，则必须先使用联合身份登录 gcloud CLI。

  6. 如需初始化 gcloud CLI，请运行以下命令： 

    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. 如果您使用的是外部身份提供方 (IdP)，则必须先使用联合身份登录 gcloud CLI。

  11. 如需初始化 gcloud CLI，请运行以下命令： 

    gcloud init
  12. 请确保您知道您的组织 ID。

    13. 所需的角色

    如需获得管理自定义组织政策所需的权限，请让您的管理员为您授予组织资源的 Organization Policy Administrator (roles/orgpolicy.policyAdmin) IAM 角色。 如需详细了解如何授予角色，请参阅管理对项目、文件夹和组织的访问权限。

    您也可以通过自定义角色或其他预定义角色来获取所需的权限。

    创建自定义限制条件

    自定义限制条件是在 YAML 文件中，由实施组织政策的服务所支持的资源、方法、条件和操作定义的。自定义限制条件的条件使用通用表达式语言 (CEL) 进行定义。如需详细了解如何使用 CEL 构建自定义限制条件中的条件，请参阅创建和管理自定义限制条件的 CEL 部分。

    如需创建自定义限制条件，请使用以下格式创建 YAML 文件：

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

    替换以下内容：

    • ORGANIZATION_ID：您的组织 ID，例如 123456789。

    • CONSTRAINT_NAME：新的自定义限制条件的名称。 自定义限制条件必须以 custom. 开头，只能包含大写字母、小写字母或数字。例如 custom.restrictDatastreamStreamDisplayName。该字段的最大长度为 70 个字符。

    • RESOURCE_NAME：包含要限制的对象和字段的Google Cloud 资源的完全限定名称。例如 datastream.googleapis.com/Stream。

    • CONDITION：针对受支持的服务资源的表示法编写的 CEL 条件。此字段的长度上限为 1,000 个字符。 如需详细了解可用于针对其编写条件的资源，请参阅支持的资源。 例如 "!resource.displayName.startsWith('test-')"。

    • ACTION：满足 condition 时要执行的操作。 可能的值包括 ALLOW 和 DENY。

    • DISPLAY_NAME：限制条件的直观易记名称。 此字段的最大长度为 200 个字符。

    • DESCRIPTION：直观易懂的限制条件说明，在违反政策时显示为错误消息。 此字段的长度上限为 2,000 个字符。

    如需详细了解如何创建自定义限制条件，请参阅定义自定义限制条件。

    设置自定义限制条件

    为新的自定义限制条件创建 YAML 文件后，您必须对其进行设置，以使其可用于组织中的组织政策。如需设置自定义限制条件，请使用 gcloud org-policies set-custom-constraint 命令： 
    gcloud org-policies set-custom-constraint CONSTRAINT_PATH
     将 CONSTRAINT_PATH 替换为自定义限制条件文件的完整路径。例如 /home/user/customconstraint.yaml。完成后，您的自定义限制条件会成为 Google Cloud 组织政策列表中的组织政策。如需验证自定义限制条件是否存在，请使用 gcloud org-policies list-custom-constraints 命令：
    gcloud org-policies list-custom-constraints --organization=ORGANIZATION_ID
     将 ORGANIZATION_ID 替换为您的组织资源的 ID。 如需了解详情，请参阅查看组织政策。

    强制执行自定义组织政策

    如需强制执行限制条件，您可以创建引用该限制条件的组织政策，并将该组织政策应用于 Google Cloud 资源。

    控制台

    1. 在 Google Cloud 控制台中，前往组织政策页面。

      转到组织政策

    2. 在项目选择器中，选择要设置组织政策的项目。
    3. 从组织政策页面上的列表中选择您的限制条件，以查看该限制条件的政策详情页面。
    4. 如需为该资源配置组织政策，请点击管理政策。
    5. 在修改政策页面，选择覆盖父级政策。
    6. 点击添加规则。
    7. 在强制执行部分中，选择开启还是关闭此组织政策的强制执行。
    8. （可选）如需使组织政策成为基于某个标记的条件性政策，请点击添加条件。请注意，如果您向组织政策添加条件规则，则必须至少添加一个无条件规则，否则无法保存政策。如需了解详情，请参阅设置带有标记的组织政策。
    9. 点击测试更改以模拟组织政策的效果。政策模拟不适用于旧版托管式限制。如需了解详情，请参阅使用 Policy Simulator 测试组织政策更改。
    10. 若要完成并应用组织政策，请点击设置政策。该政策最长需要 15 分钟才能生效。

    gcloud

    如需创建包含布尔值规则的组织政策，请创建引用该限制条件的 YAML 政策文件： 

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

    请替换以下内容：

    • PROJECT_ID：要对其实施限制条件的项目。
    • CONSTRAINT_NAME：您为自定义限制条件定义的名称。例如，custom.restrictDatastreamStreamDisplayName。

    如需强制执行包含限制条件的组织政策，请运行以下命令： 

        gcloud org-policies set-policy POLICY_PATH

    将 POLICY_PATH 替换为组织政策 YAML 文件的完整路径。该政策最长需要 15 分钟才能生效。

    测试自定义组织政策

    以下示例创建了一个自定义限制条件和政策，用于阻止创建显示名称不以 test- 开头的 Datastream 流。

    在开始之前，您需要做好以下准备：

    • 您的组织 ID
    • 项目 ID

    创建限制条件

    1. 将以下文件保存为 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-'

      这定义了一个限制条件，即每个新的或更新后的直播都必须具有以 test- 开头的 displayName。

    2. 应用限制条件：

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

    3. 验证限制条件存在：

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

    创建政策

    1. 将以下文件保存为 policy-deny-stream-displayname.yaml：

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

      将 PROJECT_ID 替换为您的项目 ID。

    2. 应用政策：

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

    测试政策

    尝试创建显示名称不合规的 Datastream 数据流：

    # 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> ...

    输出应包含类似如下的错误：

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

    常见用例的自定义组织政策示例

    下表提供了一些常见自定义限制条件的语法示例。

    说明 限制条件语法
    限制数据流显示名称

    确保所有新媒体流都遵循特定的命名惯例。

          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-'
    将连接配置文件类型限制为仅限 MySQL

    确保只能创建 MySQL 连接配置文件。

    注意：具体条件取决于为连接配置文件生成的通用表达式语言 (CEL) 协议缓冲区的结构。此示例假设存在一个用于指示个人资料类型的字段。

          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.
    将专用连接限制为特定 VPC

    确保专用连接仅使用已获批准的 VPC 网络。

    注意：此示例假设 VPC 名称可在 resource.vpcPeeringConfig.vpc 中获取。

          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 支持的资源

    下表列出了您可以在自定义限制条件中引用的 Datastream 资源。

    资源 字段
    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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