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Iceberg Connector | OpenMetadata Data Lake Integration Guide | /connectors/database/iceberg |
{% connectorDetailsHeader name="Iceberg" stage="BETA" platform="OpenMetadata" availableFeatures=["Metadata", "Owners"] unavailableFeatures=["Query Usage", "Data Profiler", "Data Quality", "Lineage", "Column-level Lineage", "dbt", "Tags", "Stored Procedures", "Sample Data"] / %}
In this section, we provide guides and references to use the Iceberg connector.
Configure and schedule Iceberg metadata workflows from the OpenMetadata UI:
{% partial file="/v1.8/connectors/ingestion-modes-tiles.md" variables={yamlPath: "/connectors/database/iceberg/yaml"} /%}
Requirements
The requirements actually depend on the Catalog and the FileSystem used. In a nutshell, the used credentials must have access to reading the Catalog and the Metadata File.
Glue Catalog
Must have glue:GetDatabases
, and glue:GetTables
permissions to be able to read the Catalog.
Must also have the s3:GetObject
permission for the location of the Iceberg tables.
DynamoDB Catalog
Must have dynamodb:DescribeTable
and dynamodb:GetItem
permissions on the Iceberg Catalog table.
Must also have the s3:GetObject
permission for the location of the Iceberg tables.
Hive / REST Catalog
It depends on where and how the Hive / Rest Catalog is setup and where the Iceberg files are stored.
Metadata Ingestion
{% partial file="/v1.8/connectors/metadata-ingestion-ui.md" variables={ connector: "Iceberg", selectServicePath: "/images/v1.8/connectors/iceberg/select-service.png", addNewServicePath: "/images/v1.8/connectors/iceberg/add-new-service.png", serviceConnectionPath: "/images/v1.8/connectors/iceberg/service-connection.png", } /%}
{% stepsContainer %} {% extraContent parentTagName="stepsContainer" %}
Connection Details
Glue Catalog
DynamoDB Catalog
- Table Name: DynamoDB Table that works as the Iceberg Catalog.
- AWS Credentials
Hive Catalog
- Uri: Uri to the Hive Metastore.
For Example: 'thrift://localhost:9083'
REST Catalog
- Uri: Uri to the REST Catalog.
For Example: 'http://rest-catalog/ws'.
-
Credential (Optional): OAuth2 credential to be used on the authentication flow.
- Client ID: OAuth2 Client ID.
- Client Secret: OAuth2 Client Secret.
-
Token (Optional): Bearer Token to use for the 'Authorization' header.
-
SSL (Optional):
- CA Certificate Path: Path to the CA Bundle.
- Client Certificate Path: Path to the Client Certificate.
- Private Key Path: Path to the Private Key Certificate.
-
Sigv4 (Optional): Needed if signing requests using AWS SigV4 protocol.
- Signing AWS Region: AWS Region to use when signing a request.
- Signing Name: Name to use when signing a request.
Common
-
Database Name (Optional): Custom Database Name for your Iceberg Service. If it is not set it will be 'default'.
-
Warehouse Location (Optional): Custom Warehouse Location. Most Catalogs already have the Warehouse Location defined properly and this shouldn't be needed. In case of a custom implementation you can pass the location here.
For example: 's3://my-bucket/warehouse/'
- Ownership Property: Table property to look for the Owner. It defaults to 'owner'.
The Owner should be the same e-mail set on the OpenMetadata user/group.
File System
AWS Credentials
- AWS Access Key ID & AWS Secret Access Key: When you interact with AWS, you specify your AWS security credentials to verify who you are and whether you have permission to access the resources that you are requesting. AWS uses the security credentials to authenticate and authorize your requests (docs).
Access keys consist of two parts: An access key ID (for example, AKIAIOSFODNN7EXAMPLE
), and a secret access key (for example, wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY
).
You must use both the access key ID and secret access key together to authenticate your requests.
You can find further information on how to manage your access keys here.
- AWS Region: Each AWS Region is a separate geographic area in which AWS clusters data centers (docs).
As AWS can have instances in multiple regions, we need to know the region the service you want reach belongs to.
Note that the AWS Region is the only required parameter when configuring a connection. When connecting to the services programmatically, there are different ways in which we can extract and use the rest of AWS configurations.
You can find further information about configuring your credentials here.
- AWS Session Token (optional): If you are using temporary credentials to access your services, you will need to inform the AWS Access Key ID and AWS Secrets Access Key. Also, these will include an AWS Session Token.
You can find more information on Using temporary credentials with AWS resources.
- Endpoint URL (optional): To connect programmatically to an AWS service, you use an endpoint. An endpoint is the URL of the entry point for an AWS web service. The AWS SDKs and the AWS Command Line Interface (AWS CLI) automatically use the default endpoint for each service in an AWS Region. But you can specify an alternate endpoint for your API requests.
Find more information on AWS service endpoints.
- Profile Name (Not Supported): A named profile is a collection of settings and credentials that you can apply to a AWS CLI command. When you specify a profile to run a command, the settings and credentials are used to run that command. Multiple named profiles can be stored in the config and credentials files.
You can inform this field if you'd like to use a profile other than default
.
Find here more information about Named profiles for the AWS CLI.
- Assume Role Arn (Not Supported): Typically, you use
AssumeRole
within your account or for cross-account access. In this field you'll set theARN
(Amazon Resource Name) of the policy of the other account.
A user who wants to access a role in a different account must also have permissions that are delegated from the account
administrator. The administrator must attach a policy that allows the user to call AssumeRole
for the ARN
of the role in the other account.
This is a required field if you'd like to AssumeRole
.
Find more information on AssumeRole.
{%note%} When using Assume Role authentication, ensure you provide the following details:
-
AWS Region: Specify the AWS region for your deployment.
-
Assume Role ARN: Provide the ARN of the role in your AWS account that OpenMetadata will assume.
{%/note%} -
Assume Role Session Name (Not Supported): An identifier for the assumed role session. Use the role session name to uniquely identify a session when the same role is assumed by different principals or for different reasons.
By default, we'll use the name OpenMetadataSession
.
Find more information about the Role Session Name.
- Assume Role Source Identity (Not Supported): The source identity specified by the principal that is calling the
AssumeRole
operation. You can use source identity information in AWS CloudTrail logs to determine who took actions with a role.
Find more information about Source Identity.
Azure Credentials
-
Client ID : Client ID of the data storage account
-
Client Secret : Client Secret of the account
-
Tenant ID : Tenant ID under which the data storage account falls
-
Account Name : Account Name of the data Storage
{% /extraContent %}
{% partial file="/v1.8/connectors/test-connection.md" /%}
{% partial file="/v1.8/connectors/database/configure-ingestion.md" /%}
{% partial file="/v1.8/connectors/ingestion-schedule-and-deploy.md" /%}
{% /stepsContainer %}
Securing Rest Catalog Connection with SSL in OpenMetadata
When using SSL
to establish secure connections between OpenMetadata and Rest Catalog, you can specify the caCertificate
to provide the CA certificate used for SSL validation. Alternatively, if both client and server require mutual authentication, you'll need to use all three parameters: ssl_key
, ssl_cert
, and ssl_ca
. In this case, ssl_cert
is used for the client’s SSL certificate, ssl_key
for the private key associated with the SSL certificate, and ssl_ca
for the CA certificate to validate the server’s certificate.
{% image src="/images/v1.8/connectors/restcatalog_ssl.png" alt="SSL Configuration" height="450px" caption="SSL Configuration" /%}
{% partial file="/v1.8/connectors/database/related.md" /%}