> ## Documentation Index
> Fetch the complete documentation index at: https://openmetadata-format-2-0-connector-overview-pages.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# DynamoDB Connector | OpenMetadata NoSQL Database Integration

> Connect DynamoDB to OpenMetadata with our comprehensive database connector guide. Setup instructions, configuration options, and metadata extraction steps.

export const ConnectorDetailsHeader = ({name, icon, stage, availableFeatures, unavailableFeatures = [], availableFeaturesCollate = []}) => {
  const showSubHeading = availableFeatures?.length > 0 || unavailableFeatures?.length > 0 || availableFeaturesCollate?.length > 0;
  const totalAvailableFeatures = [...availableFeatures || [], ...availableFeaturesCollate || []];
  return <div className="container">
      <div className="Heading">
        <div className="flex items-center gap-3">
          {icon && <div className="IconContainer">
              <img src={icon} alt={name} noZoom className="ConnectorIcon" />
            </div>}
          <h1 className="ConnectorName">{name}</h1>
          <span className={`StageBadge ${stage === 'PROD' ? 'prod' : 'beta'}`}>
            {stage}
          </span>
        </div>
      </div>
      {showSubHeading && <div className="SubHeading">
          <div className="FeaturesHeading">Feature List</div>
          <div className="FeaturesList">
            {totalAvailableFeatures.map(feature => <div className="FeatureTag AvailableFeature" key={feature}>
                ✓ {feature}
              </div>)}
            {unavailableFeatures.map(feature => <div className="FeatureTag UnavailableFeature" key={feature}>
                ✕ {feature}
              </div>)}
          </div>
        </div>}
    </div>;
};

<ConnectorDetailsHeader icon="/public/images/connectors/dynamodb.webp" name="DynamoDB" stage="PROD" availableFeatures={["Metadata", "Data Profiler", "Auto-Classification"]} unavailableFeatures={["Query Usage", "Owners", "Tags", "Stored Procedures", "Data Quality", "Lineage", "Column-level Lineage", "dbt", "Sample Data"]} />

In this section, we provide guides and references to use the DynamoDB connector.
Configure and schedule DynamoDB metadata workflows from the OpenMetadata UI:

* [Requirements](#requirements)
* [Metadata Ingestion](#metadata-ingestion)
* [Troubleshooting](/v2.0.x-SNAPSHOT/connectors/database/dynamodb/troubleshooting)

## Requirements

The DynamoDB connector ingests metadata using the DynamoDB boto3 client.
OpenMetadata retrieves information about all tables in the AWS account, describes each table to extract its schema, and scans a sample of records to infer column types. The user must have the following permissions:

* `dynamodb:ListTables`: to discover all tables in the account.
* `dynamodb:DescribeTable`: to retrieve table metadata (key schema, attribute definitions, item count, and so on).
* `dynamodb:Scan`: to sample table data for schema inference and profiling.

Below defined policy grants the necessary permissions:

```json theme={null}
{
    "Version": "2012-10-17",
    "Statement": [
        {
            "Effect": "Allow",
            "Action": [
                "dynamodb:ListTables",
                "dynamodb:DescribeTable",
                "dynamodb:Scan"
            ],
            "Resource": "*"
        }
    ]
}
```

For more information on Dynamodb permissions visit the [AWS DynamoDB official documentation](https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/api-permissions-reference.html).

## Metadata Ingestion

To ingest metadata from DynamoDB, you need to create a service connection. The service connects DynamoDB with OpenMetadata. Once you create a service, OpenMetadata automatically starts ingesting metadata.

### Step 1: Add New Service

1. Navigate to **Settings** > **Services**.

   <img src="https://mintcdn.com/openmetadata-format-2-0-connector-overview-pages/aexFmzYHE_P6Lrks/public/images/connector2.0/metadata-ingestion/access-services.png?fit=max&auto=format&n=aexFmzYHE_P6Lrks&q=85&s=1d8b1bddab7b8b43c20d4384be39e12a" alt="Navigate to Settings and Services" width="3004" height="1578" data-path="public/images/connector2.0/metadata-ingestion/access-services.png" />

2. Click **Add New Service**.

   <img src="https://mintcdn.com/openmetadata-format-2-0-connector-overview-pages/aexFmzYHE_P6Lrks/public/images/connector2.0/metadata-ingestion/add-new-service.png?fit=max&auto=format&n=aexFmzYHE_P6Lrks&q=85&s=792f4403f83940c398633345505482a0" alt="Add New Service" width="3002" height="1514" data-path="public/images/connector2.0/metadata-ingestion/add-new-service.png" />

### Step 2: Select a Service and Connector

From the service type dropdown, select **Database Services**, then click the **DynamoDB** connector tile.

<img src="https://mintcdn.com/openmetadata-format-2-0-connector-overview-pages/rMh-qzx9_4Qo0Q4e/public/images/connector2.0/metadata-ingestion/Database/select-service/dynamodb.png?fit=max&auto=format&n=rMh-qzx9_4Qo0Q4e&q=85&s=7f969510661d3aabb53f698e1db3b4ea" alt="Select Service" width="2164" height="1472" data-path="public/images/connector2.0/metadata-ingestion/Database/select-service/dynamodb.png" />

### Step 3: Add Service Name and Description

* Enter a unique, descriptive **Service Name**. OpenMetadata identifies services by their service name. Enter a name that distinguishes this deployment from other DynamoDB services you are ingesting metadata from.
* Optional: Enter a **Description** for the service.

<img src="https://mintcdn.com/openmetadata-format-2-0-connector-overview-pages/rMh-qzx9_4Qo0Q4e/public/images/connector2.0/metadata-ingestion/Database/service-name/dynamodb.png?fit=max&auto=format&n=rMh-qzx9_4Qo0Q4e&q=85&s=e39b21d23b98b6b3cf22c269bc90038d" alt="Configure Service" width="1514" height="864" data-path="public/images/connector2.0/metadata-ingestion/Database/service-name/dynamodb.png" />

<Note>
  **Note**: The service name cannot be changed after it is set.
</Note>

### Step 4: Configure Connection Options

Specify your source credentials and verify the connection.

#### Enter Connection Details

Enter the connection details for DynamoDB. The right-hand panel in the UI displays inline help for each field.

<img src="https://mintcdn.com/openmetadata-format-2-0-connector-overview-pages/Isfp5cI9vmUuuM5w/public/images/connector2.0/metadata-ingestion/Database/connection-details/dynamodb.png?fit=max&auto=format&n=Isfp5cI9vmUuuM5w&q=85&s=85df3ec7d7332b6243c28c9ea2c61e06" alt="Configure Service Connection" width="1460" height="980" data-path="public/images/connector2.0/metadata-ingestion/Database/connection-details/dynamodb.png" />

* **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](https://docs.aws.amazon.com/IAM/latest/UserGuide/security-creds.html)).
  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](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_access-keys.html).
* **AWS Region**: Each AWS Region is a separate geographic area in which AWS clusters data centers ([docs](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/Concepts.RegionsAndAvailabilityZones.html)).
  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](https://boto3.amazonaws.com/v1/documentation/api/latest/guide/credentials.html#configuring-credentials).
* **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](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_temp_use-resources.html).
* **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](https://docs.aws.amazon.com/general/latest/gr/rande.html).
* **Profile Name**: 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](https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-profiles.html).
* **Assume Role Arn**: Typically, you use `AssumeRole` within your account or for cross-account access. In this field you'll set the
  `ARN` (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](https://docs.aws.amazon.com/STS/latest/APIReference/API_AssumeRole.html).

  <Tip>
    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.
  </Tip>
* **Assume Role Session Name**: 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, OpenMetadata uses the name `OpenMetadataSession`.
  Find more information about the [Role Session Name](https://docs.aws.amazon.com/STS/latest/APIReference/API_AssumeRole.html#:~:text=An%20identifier%20for%20the%20assumed%20role%20session.).
* **Assume Role Source Identity**: 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](https://docs.aws.amazon.com/STS/latest/APIReference/API_AssumeRole.html#:~:text=Required%3A%20No-,SourceIdentity,-The%20source%20identity).

#### Test Connection

Once the credentials have been added, click on **Test Connection** and **Save** the changes.

<img src="https://mintcdn.com/openmetadata-format-2-0-connector-overview-pages/2XRXwl2QkxBakIS8/public/images/connectors/test-connection.png?fit=max&auto=format&n=2XRXwl2QkxBakIS8&q=85&s=abe3b568c662295afc530c6c6819f9a5" alt="Test Connection" width="1494" height="310" data-path="public/images/connectors/test-connection.png" />

### Step 5: Configure Ingestion Options

In the **What to Ingest** step, use filter patterns to control which assets OpenMetadata ingests from your database service. Filter patterns use regular expressions applied to asset names.

#### How Filter Patterns Work

* **Include**: Add one or more comma-separated regular expressions. OpenMetadata ingests only assets whose names match at least one expression. Leave blank to include all assets.
* **Exclude**: Add one or more comma-separated regular expressions. OpenMetadata skips any asset whose name matches an expression. Leave blank to exclude nothing.

Rules match asset names using one of five expressions:

* **contains**: matches any name containing the value. For example, `sales` matches `my_sales_data` and `sales_2024`.
* **starts with**: matches names beginning with the value. For example, `prod_` matches `prod_db` and `prod_schema`.
* **ends with**: matches names ending with the value. For example, `_raw` matches `events_raw` and `logs_raw`.
* **is exactly**: matches the exact name only. For example, `analytics` matches only `analytics`.
* **matches regex**: matches names using a regular expression. For example, `^prod_.*_v\d+$` matches `prod_events_v1`.

When both Include and Exclude are set, Exclude takes priority.

<Tip>
  Leave all filter patterns empty to ingest all databases, schemas, and tables available in the source.
</Tip>

**Filter Options**

The Database, Schema, and Table sections each include the following filter options:

* **Database**: Controls which databases OpenMetadata ingests from the source.
* **Schema**: Controls which schemas within the ingested databases are included.
* **Table**: Controls which tables and views within the ingested schemas are included.

Each section provides the following controls:

* **Scan Mode**: You can choose between the following scan modes:
  * **Scan all**: Ingests every asset of that type the connector can access. This is the default.
  * **Only specific**: Enables include rules so only assets matching at least one rule are ingested.
* **Exclude system toggle**: Use this toggle to automatically filter out system-reserved names defined by the connector, for example, **Exclude system databases** for the Databases section.
* **Always exclude**: Add permanent exclusion rules (shown in red). Assets matching these rules are never ingested, regardless of include rules.
* **Preview**: Shows a real-time summary of what will be in scope based on your current rules.
* **Include rules** *(available only in **Only specific** mode)*: Click **+ Add** to define a rule. Added rules appear as chips; an asset is included if it matches any rule.

### Step 6: Create & Deploy

Click **Create & Deploy** to deploy the agent and start the first metadata ingestion run. OpenMetadata saves the service configuration and immediately begins pulling metadata from the source.

To monitor ingestion progress or view the service you just added, go to **Settings** > **Services** and select your service.

## Configure Metadata Agent and Schedule Ingestion

The **Metadata Agent** extracts schemas, tables, columns, and other structural metadata from your source and keeps your OpenMetadata catalog in sync. It powers discovery, lineage, and governance across your data assets.

When you click **Create & Deploy**, OpenMetadata automatically deploys a Metadata Agent for this service and triggers the first ingestion run. View its status and run history from the **Agents** tab on the service detail page.

To configure the additional Metadata Agent and schedule ingestion, follow these steps:

1. Navigate to **Settings** > **Services** and select the service type.

   <img src="https://mintcdn.com/openmetadata-format-2-0-connector-overview-pages/aexFmzYHE_P6Lrks/public/images/connector2.0/metadata-ingestion/access-service-type.png?fit=max&auto=format&n=aexFmzYHE_P6Lrks&q=85&s=3c2d6613c061c17412ec5c800c0f3833" alt="Navigate to Settings and Services" width="2992" height="1612" data-path="public/images/connector2.0/metadata-ingestion/access-service-type.png" />

2. Click the service you have added.

3. Select the **Agents** tab and click **Add Agent** > **Metadata**.

   <img src="https://mintcdn.com/openmetadata-format-2-0-connector-overview-pages/aexFmzYHE_P6Lrks/public/images/connector2.0/metadata-ingestion/add-metadata-agent.png?fit=max&auto=format&n=aexFmzYHE_P6Lrks&q=85&s=9a59a29bca844f3035d14a7211574c57" alt="Add Metadata Agent" width="2398" height="1144" data-path="public/images/connector2.0/metadata-ingestion/add-metadata-agent.png" />

   For some services, the dropdown is not available and clicking **Add Agent** takes you directly to the agent configuration page.

4. On the **Configure Ingestion** page, do the following and click **Next**.

   * **Name this Ingestion**: Enter a unique recognizable name for this ingestion pipeline.

     <img src="https://mintcdn.com/openmetadata-format-2-0-connector-overview-pages/aexFmzYHE_P6Lrks/public/images/connector2.0/metadata-ingestion/metadata-agent-name.png?fit=max&auto=format&n=aexFmzYHE_P6Lrks&q=85&s=fa31ef8cb17d501983dd958c19e0c414" alt="Name this Ingestion" width="1578" height="644" data-path="public/images/connector2.0/metadata-ingestion/metadata-agent-name.png" />

   * **Agent Setup**: Configure core parameters for metadata extraction. The following fields are available:

     | Field                                 | Default | Description                                                                                                              |
     | ------------------------------------- | ------- | ------------------------------------------------------------------------------------------------------------------------ |
     | Default Owner                         | —       | Owner applied to all entities when no specific level owner is configured. Accepts a user or team name/email.             |
     | Service Owner                         | —       | Owner assigned to the service entity.                                                                                    |
     | Database Owner                        | —       | Owner assigned to all ingested databases. Accepts a single owner or a per-database name mapping.                         |
     | Database Schema Owner                 | —       | Owner assigned to all ingested schemas. Accepts a single owner or a per-schema name mapping.                             |
     | Table Owner                           | —       | Owner assigned to all ingested tables. Accepts a single owner or a per-table name mapping.                               |
     | Enable Inheritance                    | On      | When on, child entities inherit the owner from their parent when they have no owner configured.                          |
     | Query Log Duration                    | 1       | Number of days to look back in query logs when processing stored procedure results.                                      |
     | Query Parsing Timeout Limit           | 300     | Timeout in seconds for parsing a single query.                                                                           |
     | Number of Threads                     | 1       | Number of threads to use for parallel table ingestion.                                                                   |
     | Incremental Extraction                | Off     | When enabled, subsequent runs only extract entities changed since the last successful run.                               |
     | Successful Pipeline Run Lookback Days | 7       | Number of days to search back for a prior successful run to use as a baseline for incremental extraction.                |
     | Safety Margin Days                    | 1       | Additional days added to the baseline timestamp as a buffer for incremental extraction.                                  |
     | JSON Schema Sample Size               | 10      | Number of rows sampled to infer JSON column schema. Only applies when Extract JSON Schema is enabled in Advanced Config. |

     <img src="https://mintcdn.com/openmetadata-format-2-0-connector-overview-pages/Isfp5cI9vmUuuM5w/public/images/connector2.0/metadata-ingestion/Database/database-agent-setup.png?fit=max&auto=format&n=Isfp5cI9vmUuuM5w&q=85&s=393df3bce94f71184988e6c553aee4e0" alt="Agent Setup" width="1570" height="1396" data-path="public/images/connector2.0/metadata-ingestion/Database/database-agent-setup.png" />

   * **Filter Patterns**: Apply include or exclude rules to scope which databases, schemas, tables, and stored procedures this agent ingests. For more information about various filter options, see **Step 6: Configure Ingestion Options**.

     <img src="https://mintcdn.com/openmetadata-format-2-0-connector-overview-pages/Isfp5cI9vmUuuM5w/public/images/connector2.0/metadata-ingestion/Database/database-filter-pattern.png?fit=max&auto=format&n=Isfp5cI9vmUuuM5w&q=85&s=fe20668a777aaad09c9ffac681ee78bf" alt="Filter Patterns" width="1560" height="1030" data-path="public/images/connector2.0/metadata-ingestion/Database/database-filter-pattern.png" />

   * **Scope & Behaviour**: Control how the agent handles metadata during ingestion. Toggle each option on or off based on your needs:

     | Toggle                         | Default | Description                                                                                                                                                                      |
     | ------------------------------ | ------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
     | Include Tables                 | On      | Ingest table metadata from the source. Turn off to skip tables entirely.                                                                                                         |
     | Include Tags                   | On      | Ingest tags from the source.                                                                                                                                                     |
     | Include Stored Procedures      | On      | Ingest stored procedure metadata.                                                                                                                                                |
     | Include DDL Statements         | Off     | Ingest DDL statements alongside table metadata.                                                                                                                                  |
     | Include Owners                 | Off     | Assign owners to ingested entities when the source owner's email matches a user in OpenMetadata. Does not overwrite an existing owner.                                           |
     | Include Custom Properties      | Off     | Ingest connector-specific custom properties onto entities.                                                                                                                       |
     | Mark Deleted Tables            | On      | Soft-delete tables in OpenMetadata when they are removed from the source. Applies only within the currently ingested schema.                                                     |
     | Mark Deleted Stored Procedures | On      | Soft-delete stored procedures in OpenMetadata when they are removed from the source.                                                                                             |
     | Mark Deleted Schemas           | Off     | Soft-delete schemas and all their child assets when removed from the source.                                                                                                     |
     | Mark Deleted Databases         | Off     | Soft-delete databases and all their child assets when removed from the source.                                                                                                   |
     | Override Metadata              | Off     | When on, source values overwrite existing descriptions, tags, owners, and display names in OpenMetadata. When off, OpenMetadata only updates fields that have no existing value. |
     | Enable Debug Log               | Off     | Sets the ingestion log level to DEBUG. Useful for troubleshooting.                                                                                                               |

     <Note>
       Available toggles vary by connector. Stored procedure options only appear for connectors that support stored procedures.
     </Note>

     <img src="https://mintcdn.com/openmetadata-format-2-0-connector-overview-pages/Isfp5cI9vmUuuM5w/public/images/connector2.0/metadata-ingestion/Database/database-scope-behaviour.png?fit=max&auto=format&n=Isfp5cI9vmUuuM5w&q=85&s=afc838a9f9c231e745c75fa1a23e2d50" alt="Scope & Behaviour" width="1566" height="1436" data-path="public/images/connector2.0/metadata-ingestion/Database/database-scope-behaviour.png" />

   * **Advanced Config**: Optional connector-specific settings such as Include Views and Extract JSON Schema.

     <img src="https://mintcdn.com/openmetadata-format-2-0-connector-overview-pages/Isfp5cI9vmUuuM5w/public/images/connector2.0/metadata-ingestion/Database/database-advance.png?fit=max&auto=format&n=Isfp5cI9vmUuuM5w&q=85&s=a6026536873e21919d5be32198a74188" alt="Advanced Config" width="1564" height="352" data-path="public/images/connector2.0/metadata-ingestion/Database/database-advance.png" />

5. On the **Schedule Interval** page, set when the agent runs:

   * **Schedule**: Choose a preset interval (Hourly, Daily, Weekly, Monthly) or enter a custom cron expression.
   * **On-Demand**: No automatic schedule; trigger the agent manually when needed.

   <img src="https://mintcdn.com/openmetadata-format-2-0-connector-overview-pages/wI1VkO40X1vdRc0T/public/images/connectors/schedule.png?fit=max&auto=format&n=wI1VkO40X1vdRc0T&q=85&s=14df1dfeef735efd1ad9fb45da8a7352" alt="Schedule Interval" width="2733" height="1083" data-path="public/images/connectors/schedule.png" />

6. Click **Add** to deploy the agent.

## Related

<Columns cols={2}>
  <Card title="Usage Workflow" href="/v2.0.x-SNAPSHOT/connectors/ingestion/workflows/usage">
    Learn more about how to configure the Usage Workflow to ingest Query information from the UI.
  </Card>

  <Card title="Lineage Workflow" href="/v2.0.x-SNAPSHOT/connectors/ingestion/workflows/lineage">
    Learn more about how to configure the Lineage from the UI.
  </Card>

  <Card title="Profiler Workflow" href="/v2.0.x-SNAPSHOT/how-to-guides/data-quality-observability/profiler/profiler-workflow">
    Learn more about how to configure the Data Profiler from the UI.
  </Card>

  <Card title="Data Quality Workflow" href="/v2.0.x-SNAPSHOT/how-to-guides/data-quality-observability/quality/configure">
    Learn more about how to configure the Data Quality tests from the UI.
  </Card>

  <Card title="dbt Integration" href="/v2.0.x-SNAPSHOT/connectors/database/dbt">
    Learn more about how to ingest dbt models' definitions and their lineage.
  </Card>
</Columns>
