Create custom organization policy constraints

This page shows you how to use Organization Policy Service custom constraints to restrict specific operations on the following Google Cloud resources:

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

To learn more about Organization Policy, see Custom organization policies.

About organization policies and constraints

The Google Cloud Organization Policy Service gives you centralized, programmatic control over your organization's resources. As the organization policy administrator, you can define an organization policy, which is a set of restrictions called constraints that apply to Google Cloud resources and descendants of those resources in the Google Cloud resource hierarchy. You can enforce organization policies at the organization, folder, or project level.

Organization Policy provides built-in managed constraints for various Google Cloud services. However, if you want more granular, customizable control over the specific fields that are restricted in your organization policies, you can also create custom constraints and use those custom constraints in an organization policy.

Policy inheritance

By default, organization policies are inherited by the descendants of the resources on which you enforce the policy. For example, if you enforce a policy on a folder, Google Cloud enforces the policy on all projects in the folder. To learn more about this behavior and how to change it, refer to Hierarchy evaluation rules.

Benefits

You can use custom organization policies to enforce specific security policies on your Datastream resources. For example, you can restrict the display names of streams, the types of connection profiles, or the regions where private connectivity can be established. This helps ensure compliance and governance across your organization.

Limitations

  • Policy changes don't apply retroactively to existing Datastream resources.
  • An existing resource configuration remains valid even if it has non-compliant values, unless it's updated.
  • Custom constraint evaluation might add a small latency to resource creation and update requests.

Before you begin

  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 role (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. If you're using an external identity provider (IdP), you must first sign in to the gcloud CLI with your federated identity.

  6. To initialize the gcloud CLI, run the following command: 

    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 role (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. If you're using an external identity provider (IdP), you must first sign in to the gcloud CLI with your federated identity.

  11. To initialize the gcloud CLI, run the following command: 

    gcloud init
  12. Ensure that you know your organization ID.

Required roles

To get the permissions that you need to manage custom organization policies, ask your administrator to grant you the Organization Policy Administrator (roles/orgpolicy.policyAdmin) IAM role on the organization resource. For more information about granting roles, see Manage access to projects, folders, and organizations.

You might also be able to get the required permissions through custom roles or other predefined roles.

Set up a custom constraint

A custom constraint is defined in a YAML file by the resources, methods, conditions, and actions that are supported by the service on which you are enforcing the organization policy. Conditions for your custom constraints are defined using Common Expression Language (CEL). For more information about how to build conditions in custom constraints using CEL, see the CEL section of Creating and managing custom constraints.

Console

To create a custom constraint, do the following:

  1. In the Google Cloud console, go to the Organization policies page.

    Go to Organization policies

  2. From the project picker, select the project that you want to set the organization policy for.
  3. Click Custom constraint.
  4. In the Display name box, enter a human-readable name for the constraint. This name is used in error messages and can be used for identification and debugging. Don't use PII or sensitive data in display names because this name could be exposed in error messages. This field can contain up to 200 characters.
  5. In the Constraint ID box, enter the name that you want for your new custom constraint. A custom constraint can only contain letters (including upper and lowercase) or numbers, for example custom.disableGkeAutoUpgrade. This field can contain up to 70 characters, not counting the prefix (custom.), for example, organizations/123456789/customConstraints/custom. Don't include PII or sensitive data in your constraint ID, because it could be exposed in error messages.
  6. In the Description box, enter a human-readable description of the constraint. This description is used as an error message when the policy is violated. Include details about why the policy violation occurred and how to resolve the policy violation. Don't include PII or sensitive data in your description, because it could be exposed in error messages. This field can contain up to 2000 characters.
  7. In the Resource type box, select the name of the Google Cloud REST resource containing the object and field that you want to restrict—for example, container.googleapis.com/NodePool. Most resource types support up to 20 custom constraints. If you attempt to create more custom constraints, the operation fails.
  8. Under Enforcement method, select whether to enforce the constraint on a REST CREATE method or on both CREATE and UPDATE methods. If you enforce the constraint with the UPDATE method on a resource that violates the constraint, changes to that resource are blocked by the organization policy unless the change resolves the violation.

    9. Not all Google Cloud services support both methods. To see supported methods for each service, find the service in Supported services.

  9. To define a condition, click Edit condition.
    1. In the Add condition panel, create a CEL condition that refers to a supported service resource, for example, resource.management.autoUpgrade == false. This field can contain up to 1000 characters. For details about CEL usage, see Common Expression Language. For more information about the service resources you can use in your custom constraints, see Custom constraint supported services.
    2. Click Save.
  10. Under Action, select whether to allow or deny the evaluated method if the condition is met.

    11. The deny action means that the operation to create or update the resource is blocked if the condition evaluates to true.

    The allow action means that the operation to create or update the resource is permitted only if the condition evaluates to true. Every other case except ones explicitly listed in the condition is blocked.

  11. Click Create constraint.

    12. When you have entered a value into each field, the equivalent YAML configuration for this custom constraint appears on the right.

gcloud

  1. To create a custom constraint, create a YAML file using the following format: 
    2.       name: organizations/ORGANIZATION_ID/customConstraints/CONSTRAINT_NAME
      resourceTypes:
      - RESOURCE_NAME
      methodTypes:
      - CREATE
    - UPDATE     
      condition: "CONDITION"
      actionType: ACTION
      displayName: DISPLAY_NAME
      description: DESCRIPTION

    Replace the following:

    • ORGANIZATION_ID: your organization ID, such as 123456789.
    • CONSTRAINT_NAME: the name that you want for your new custom constraint. A custom constraint can only contain letters (including upper and lowercase) or numbers, for example, custom.restrictDatastreamStreamDisplayName. This field can contain up to 70 characters.
    • RESOURCE_NAME: the fully qualified name of the Google Cloud resource containing the object and field that you want to restrict. For example, datastream.googleapis.com/Stream.
    • CONDITION: a CEL condition that is written against a representation of a supported service resource. This field can contain up to 1000 characters. For example, "!resource.displayName.startsWith('test-')".

      • For more information about the resources available to write conditions against, see Supported resources.

    • ACTION: the action to take if the condition is met. Possible values are ALLOW and DENY.

      • The allow action means that if the condition evaluates to true, the operation to create or update the resource is permitted. This also means that every other case except the one explicitly listed in the condition is blocked.

      The deny action means that if the condition evaluates to true, the operation to create or update the resource is blocked.

    • DISPLAY_NAME: a human-friendly name for the constraint. This field can contain up to 200 characters.
    • DESCRIPTION: a human-friendly description of the constraint to display as an error message when the policy is violated. This field can contain up to 2000 characters.
  2. After you have created the YAML file for a new custom constraint, you must set it up to make it available for organization policies in your organization. To set up a custom constraint, use the gcloud org-policies set-custom-constraint command: 
    3.         gcloud org-policies set-custom-constraint CONSTRAINT_PATH

    Replace CONSTRAINT_PATH with the full path to your custom constraint file. For example, /home/user/customconstraint.yaml.

    After this operation is complete, your custom constraints are available as organization policies in your list of Google Cloud organization policies.

  3. To verify that the custom constraint exists, use the gcloud org-policies list-custom-constraints command: 
    4.       gcloud org-policies list-custom-constraints --organization=ORGANIZATION_ID

    Replace ORGANIZATION_ID with the ID of your organization resource.

    For more information, see Viewing organization policies.

Enforce a custom organization policy

You can enforce a constraint by creating an organization policy that references it, and then applying that organization policy to a Google Cloud resource.

Console

  1. In the Google Cloud console, go to the Organization policies page.

    Go to Organization policies

  2. From the project picker, select the project that you want to set the organization policy for.
  3. From the list on the Organization policies page, select your constraint to view the Policy details page for that constraint.
  4. To configure the organization policy for this resource, click Manage policy.
  5. On the Edit policy page, select Override parent's policy.
  6. Click Add a rule.
  7. In the Enforcement section, select whether this organization policy is enforced or not.
  8. Optional: To make the organization policy conditional on a tag, click Add condition. Note that if you add a conditional rule to an organization policy, you must add at least one unconditional rule or the policy cannot be saved. For more information, see Setting an organization policy with tags.
  9. Click Test changes to simulate the effect of the organization policy. For more information, see Test organization policy changes with Policy Simulator.
  10. To enforce the organization policy in dry-run mode, click Set dry run policy. For more information, see Create an organization policy in dry-run mode.
  11. After you verify that the organization policy in dry-run mode works as intended, set the live policy by clicking Set policy.

gcloud

  1. To create an organization policy with boolean rules, create a policy YAML file that references the constraint: 
    2.         name: projects/PROJECT_ID/policies/CONSTRAINT_NAME
        spec:
          rules:
          - enforce: true
        
        dryRunSpec:
          rules:
          - enforce: true

    Replace the following:

    • PROJECT_ID: the project that you want to enforce your constraint on.
    • CONSTRAINT_NAME: the name you defined for your custom constraint. For example, custom.restrictDatastreamStreamDisplayName.
  2. To enforce the organization policy in dry-run mode, run the following command with the dryRunSpec flag: 
    3.         gcloud org-policies set-policy POLICY_PATH \
          --update-mask=dryRunSpec

    Replace POLICY_PATH with the full path to your organization policy YAML file. The policy requires up to 15 minutes to take effect.

  3. After you verify that the organization policy in dry-run mode works as intended, set the live policy with the org-policies set-policy command and the spec flag: 
    4.         gcloud org-policies set-policy POLICY_PATH \
          --update-mask=spec

    Replace POLICY_PATH with the full path to your organization policy YAML file. The policy requires up to 15 minutes to take effect.

Test the custom organization policy

The following example creates a custom constraint and policy that blocks the creation of Datastream streams if their display name doesn't start with test-.

Before you begin, you need the following:

  • Your organization ID
  • A project ID

Create the constraint

  1. Save the following file as 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-'

    This defines a constraint where every new or updated stream must have a displayName that starts with test-.

  2. Apply the constraint:

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

  3. Verify that the constraint exists:

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

Create the policy

  1. Save the following file as policy-deny-stream-displayname.yaml:

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

    Replace PROJECT_ID with your project ID.

  2. Apply the policy:

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

Test the policy

Try to create a Datastream stream with a non-compliant display name:

# 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> ...

The output should include an error similar to:

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

Example custom organization policies for common use cases

This table provides syntax examples for some common custom constraints.

Description Constraint syntax
Restrict stream display names

Ensures all new streams follow a specific naming convention.

      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-'
Restrict connection profile types to MySQL only

Ensures only MySQL connection profiles can be created.

Note: The exact condition depends on the structure of the generated Common Expression Language (CEL) protocol buffer for connection profiles. This example assumes a field indicating the profile type.

      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.
Restrict private connection to a specific VPC

Ensures private connections only use an approved VPC network.

Note: This example assumes the VPC name is available in resource.vpcPeeringConfig.vpc.

      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 supported resources

The following table lists the Datastream resources that you can reference in custom constraints.

Resource Field
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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