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			Markdown
		
	
	
	
	
	
		
		
			
		
	
	
			325 lines
		
	
	
		
			11 KiB
		
	
	
	
		
			Markdown
		
	
	
	
	
	
|   | --- | ||
|  | title: Run S3 Connector using the CLI | ||
|  | slug: /connectors/storage/s3/cli | ||
|  | --- | ||
|  | 
 | ||
|  | # Run S3 using the metadata CLI
 | ||
|  | 
 | ||
|  | 
 | ||
|  | | Feature            | Status                       | | ||
|  | | :----------------- |:-----------------------------| | ||
|  | | Stage              | BETA                         | | ||
|  | | Metadata           | {% icon iconName="check" /%} | | ||
|  | 
 | ||
|  | 
 | ||
|  | This page contains the setup guide and reference information for the S3 connector. | ||
|  | 
 | ||
|  | Configure and schedule S3 metadata workflows from the CLI: | ||
|  | 
 | ||
|  | - [Requirements](#requirements) | ||
|  | - [Metadata Ingestion](#metadata-ingestion) | ||
|  | 
 | ||
|  | ## Requirements
 | ||
|  | 
 | ||
|  | {%inlineCallout icon="description" bold="OpenMetadata 1.0 or later" href="/deployment"%} | ||
|  | To deploy OpenMetadata, check the Deployment guides. | ||
|  | {%/inlineCallout%} | ||
|  | 
 | ||
|  | To run the metadata ingestion, we need the following permissions in AWS: | ||
|  | 
 | ||
|  | ### S3 Permissions
 | ||
|  | 
 | ||
|  | For all the buckets that we want to ingest, we need to provide the following: | ||
|  | - `s3:ListBucket` | ||
|  | - `s3:GetObject` | ||
|  | - `s3:GetBucketLocation` | ||
|  | 
 | ||
|  | ### CloudWatch Permissions
 | ||
|  | 
 | ||
|  | Which is used to fetch the total size in bytes for a bucket and the total number of files. It requires: | ||
|  | - `cloudwatch:GetMetricData` | ||
|  | 
 | ||
|  | ### Python Requirements
 | ||
|  | 
 | ||
|  | To run the Athena ingestion, you will need to install: | ||
|  | 
 | ||
|  | ```bash | ||
|  | pip3 install "openmetadata-ingestion[athena]" | ||
|  | ``` | ||
|  | 
 | ||
|  | ## Metadata Ingestion
 | ||
|  | 
 | ||
|  | All connectors are defined as JSON Schemas. | ||
|  | [Here](https://github.com/open-metadata/OpenMetadata/blob/main/openmetadata-spec/src/main/resources/json/schema/entity/services/connections/storage/s3Connection.json) | ||
|  | you can find the structure to create a connection to Athena. | ||
|  | 
 | ||
|  | In order to create and run a Metadata Ingestion workflow, we will follow | ||
|  | the steps to create a YAML configuration able to connect to the source, | ||
|  | process the Entities if needed, and reach the OpenMetadata server. | ||
|  | 
 | ||
|  | The workflow is modeled around the following | ||
|  | [JSON Schema](https://github.com/open-metadata/OpenMetadata/blob/main/openmetadata-spec/src/main/resources/json/schema/metadataIngestion/workflow.json) | ||
|  | 
 | ||
|  | ### 1. Define the YAML Config
 | ||
|  | 
 | ||
|  | This is a sample config for Athena: | ||
|  | 
 | ||
|  | {% codePreview %} | ||
|  | 
 | ||
|  | {% codeInfoContainer %} | ||
|  | 
 | ||
|  | #### Source Configuration - Service Connection
 | ||
|  | 
 | ||
|  | {% codeInfo srNumber=1 %} | ||
|  | 
 | ||
|  | - **awsAccessKeyId** & **awsSecretAccessKey**: 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). | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | {% codeInfo srNumber=2 %} | ||
|  | **awsSessionToken**: 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. | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | {% codeInfo srNumber=3 %} | ||
|  | 
 | ||
|  | **awsRegion**: 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). | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | {% codeInfo srNumber=4 %} | ||
|  | 
 | ||
|  | **endPointURL**: 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). | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | {% codeInfo srNumber=5 %} | ||
|  | 
 | ||
|  | **profileName**: 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). | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | {% codeInfo srNumber=6 %} | ||
|  | 
 | ||
|  | **assumeRoleArn**: 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). | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | {% codeInfo srNumber=7 %} | ||
|  | 
 | ||
|  | **assumeRoleSessionName**: 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](https://docs.aws.amazon.com/STS/latest/APIReference/API_AssumeRole.html#:~:text=An%20identifier%20for%20the%20assumed%20role%20session.). | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | {% codeInfo srNumber=8 %} | ||
|  | 
 | ||
|  | **assumeRoleSourceIdentity**: 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). | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | 
 | ||
|  | #### Source Configuration - Source Config
 | ||
|  | 
 | ||
|  | {% codeInfo srNumber=13 %} | ||
|  | 
 | ||
|  | The `sourceConfig` is defined [here](https://github.com/open-metadata/OpenMetadata/blob/main/openmetadata-spec/src/main/resources/json/schema/metadataIngestion/storageServiceMetadataPipeline.json): | ||
|  | 
 | ||
|  | **containerFilterPattern**: Note that the filter supports regex as include or exclude. You can find examples [here](/connectors/ingestion/workflows/metadata/filter-patterns/database). | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | #### Sink Configuration
 | ||
|  | 
 | ||
|  | {% codeInfo srNumber=14 %} | ||
|  | 
 | ||
|  | To send the metadata to OpenMetadata, it needs to be specified as `type: metadata-rest`. | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | #### Workflow Configuration
 | ||
|  | 
 | ||
|  | {% codeInfo srNumber=15 %} | ||
|  | 
 | ||
|  | The main property here is the `openMetadataServerConfig`, where you can define the host and security provider of your OpenMetadata installation. | ||
|  | 
 | ||
|  | For a simple, local installation using our docker containers, this looks like: | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | #### Advanced Configuration
 | ||
|  | 
 | ||
|  | {% codeInfo srNumber=11 %} | ||
|  | 
 | ||
|  | **Connection Options (Optional)**: Enter the details for any additional connection options that can be sent to Athena during the connection. These details must be added as Key-Value pairs. | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | {% codeInfo srNumber=12 %} | ||
|  | 
 | ||
|  | **Connection Arguments (Optional)**: Enter the details for any additional connection arguments such as security or protocol configs that can be sent to Athena during the connection. These details must be added as Key-Value pairs. | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | {% /codeInfoContainer %} | ||
|  | 
 | ||
|  | {% codeBlock fileName="filename.yaml" %} | ||
|  | 
 | ||
|  | ```yaml | ||
|  | source: | ||
|  |   type: s3 | ||
|  |   serviceName: local_s3 | ||
|  |   serviceConnection: | ||
|  |     config: | ||
|  |       type: S3 | ||
|  |       awsConfig: | ||
|  | ``` | ||
|  | ```yaml {% srNumber=1 %} | ||
|  |         awsAccessKeyId: KEY | ||
|  |         awsSecretAccessKey: SECRET | ||
|  | ``` | ||
|  | ```yaml {% srNumber=2 %} | ||
|  |         # awsSessionToken: TOKEN | ||
|  | ``` | ||
|  | ```yaml {% srNumber=3 %} | ||
|  |         awsRegion: us-east-2 | ||
|  | ``` | ||
|  | ```yaml {% srNumber=4 %} | ||
|  |         # endPointURL: https://s3.us-east-2.amazonaws.com/custom | ||
|  | ``` | ||
|  | ```yaml {% srNumber=5 %} | ||
|  |         # profileName: profile | ||
|  | ``` | ||
|  | ```yaml {% srNumber=6 %} | ||
|  |         # assumeRoleArn: "arn:partition:service:region:account:resource" | ||
|  | ``` | ||
|  | ```yaml {% srNumber=7 %} | ||
|  |         # assumeRoleSessionName: session | ||
|  | ``` | ||
|  | ```yaml {% srNumber=8 %} | ||
|  |         # assumeRoleSourceIdentity: identity | ||
|  | ``` | ||
|  | ```yaml {% srNumber=11 %} | ||
|  |       # connectionOptions: | ||
|  |         # key: value | ||
|  | ``` | ||
|  | ```yaml {% srNumber=12 %} | ||
|  |       # connectionArguments: | ||
|  |         # key: value | ||
|  | ``` | ||
|  | 
 | ||
|  | ```yaml {% srNumber=13 %} | ||
|  |       sourceConfig: | ||
|  |         config: | ||
|  |           type: StorageMetadata | ||
|  |           # containerFilterPattern: | ||
|  |           #   includes: | ||
|  |           #     - container1 | ||
|  |           #     - container2 | ||
|  |           #   excludes: | ||
|  |           #     - container3 | ||
|  |           #     - container4 | ||
|  | ``` | ||
|  | 
 | ||
|  | ```yaml {% srNumber=14 %} | ||
|  | sink: | ||
|  |   type: metadata-rest | ||
|  |   config: {} | ||
|  | ``` | ||
|  | 
 | ||
|  | ```yaml {% srNumber=15 %} | ||
|  | workflowConfig: | ||
|  |   openMetadataServerConfig: | ||
|  |     hostPort: "http://localhost:8585/api" | ||
|  |     authProvider: openmetadata | ||
|  |     securityConfig: | ||
|  |       jwtToken: "{bot_jwt_token}" | ||
|  | ``` | ||
|  | 
 | ||
|  | {% /codeBlock %} | ||
|  | 
 | ||
|  | {% /codePreview %} | ||
|  | 
 | ||
|  | 
 | ||
|  | ### Workflow Configs for Security Provider
 | ||
|  | 
 | ||
|  | We support different security providers. You can find their definitions [here](https://github.com/open-metadata/OpenMetadata/tree/main/openmetadata-spec/src/main/resources/json/schema/security/client). | ||
|  | 
 | ||
|  | ## Openmetadata JWT Auth
 | ||
|  | 
 | ||
|  | - JWT tokens will allow your clients to authenticate against the OpenMetadata server. To enable JWT Tokens, you will get more details [here](/deployment/security/enable-jwt-tokens). | ||
|  | 
 | ||
|  | ```yaml | ||
|  | workflowConfig: | ||
|  |   openMetadataServerConfig: | ||
|  |     hostPort: "http://localhost:8585/api" | ||
|  |     authProvider: openmetadata | ||
|  |     securityConfig: | ||
|  |       jwtToken: "{bot_jwt_token}" | ||
|  | ``` | ||
|  | 
 | ||
|  | - You can refer to the JWT Troubleshooting section [link](/deployment/security/jwt-troubleshooting) for any issues in your JWT configuration. If you need information on configuring the ingestion with other security providers in your bots, you can follow this doc [link](/deployment/security/workflow-config-auth). | ||
|  | 
 | ||
|  | ### 2. Run with the CLI
 | ||
|  | 
 | ||
|  | First, we will need to save the YAML file. Afterward, and with all requirements installed, we can run: | ||
|  | 
 | ||
|  | ```bash | ||
|  | metadata ingest -c <path-to-yaml> | ||
|  | ``` | ||
|  | 
 | ||
|  | Note that from connector to connector, this recipe will always be the same. By updating the YAML configuration, | ||
|  | you will be able to extract metadata from different sources. | ||
|  | 
 | ||
|  | ## Related
 | ||
|  | 
 | ||
|  | {% tilesContainer %} | ||
|  | 
 | ||
|  | {% tile | ||
|  | title="Ingest with Airflow" | ||
|  | description="Configure the ingestion using Airflow SDK" | ||
|  | link="/connectors/database/athena/airflow" | ||
|  | / %} | ||
|  | 
 | ||
|  | {% /tilesContainer %} |