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320 lines
10 KiB
Markdown
320 lines
10 KiB
Markdown
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---
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title: Run the Tableau Connector Externally
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slug: /connectors/dashboard/tableau/yaml
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---
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{% connectorDetailsHeader
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name="Tableau"
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stage="PROD"
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platform="OpenMetadata"
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availableFeatures=["Dashboards", "Charts", "Lineage", "Owners", "Datamodels", "Tags", "Projects"]
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unavailableFeatures=[]
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/ %}
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In this section, we provide guides and references to use the Tableau connector.
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Configure and schedule Tableau metadata and profiler workflows from the OpenMetadata UI:
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- [Requirements](#requirements)
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- [Metadata Ingestion](#metadata-ingestion)
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{% partial file="/v1.5/connectors/external-ingestion-deployment.md" /%}
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## Requirements
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To ingest tableau metadata, minimum `Site Role: Viewer` is required for the tableau user.
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To create lineage between tableau dashboard and any database service via the queries provided from Tableau Metadata API, please enable the Tableau Metadata API for your tableau server.
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For more information on enabling the Tableau Metadata APIs follow the link [here](https://help.tableau.com/current/api/metadata_api/en-us/docs/meta_api_start.html)
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### Python Requirements
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{% partial file="/v1.5/connectors/python-requirements.md" /%}
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To run the Tableau ingestion, you will need to install:
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```bash
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pip3 install "openmetadata-ingestion[tableau]"
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```
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## Metadata Ingestion
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All connectors are defined as JSON Schemas.
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[Here](https://github.com/open-metadata/OpenMetadata/blob/main/openmetadata-spec/src/main/resources/json/schema/entity/services/connections/dashboard/tableauConnection.json)
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you can find the structure to create a connection to Tableau.
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In order to create and run a Metadata Ingestion workflow, we will follow
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the steps to create a YAML configuration able to connect to the source,
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process the Entities if needed, and reach the OpenMetadata server.
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The workflow is modeled around the following
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[JSON Schema](https://github.com/open-metadata/OpenMetadata/blob/main/openmetadata-spec/src/main/resources/json/schema/metadataIngestion/workflow.json)
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### 1. Define the YAML Config
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This is a sample config for Tableau:
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{% codePreview %}
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{% codeInfoContainer %}
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#### Source Configuration - Service Connection
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{% codeInfo srNumber=1 %}
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**For Basic Authentication:**
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**Username**: The name of the user whose credentials will be used to sign in.
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**Password**: The password of the user.
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{% /codeInfo %}
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{% codeInfo srNumber=2%}
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**For Access Token Authentication:**
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**Personal Access Token**: The personal access token name. For more information to get a Personal Access Token please visit this [link](https://help.tableau.com/current/server/en-us/security_personal_access_tokens.htm).
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**Personal Access Token Secret**: The personal access token value. For more information to get a Personal Access Token please visit this [link](https://help.tableau.com/current/server/en-us/security_personal_access_tokens.htm).
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{% /codeInfo %}
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{% codeInfo srNumber=3 %}
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**env**: The config object can have multiple environments. The default environment is defined as `tableau_prod`, and you can change this if needed by specifying an `env` parameter.
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{% /codeInfo %}
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{% codeInfo srNumber=4 %}
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**hostPort**: URL or IP address of your installation of Tableau Server.
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{% /codeInfo %}
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{% codeInfo srNumber=5 %}
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**siteName**: Tableau Site Name. This corresponds to the `contentUrl` attribute in the Tableau REST API. The `site_name` is the portion of the URL that follows the `/site/` in the URL.
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{% /codeInfo %}
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{% codeInfo srNumber=6 %}
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**siteUrl**: Tableau Site URL. Tableau Site Url. To be kept empty if you are using the default Tableau site
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{% /codeInfo %}
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{% codeInfo srNumber=7 %}
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**apiVersion**: Tableau API version. A lists versions of Tableau Server and of the corresponding REST API and REST API schema versions can be found [here](https://help.tableau.com/current/api/rest_api/en-us/REST/rest_api_concepts_versions.htm).
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{% /codeInfo %}
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{% codeInfo srNumber=11 %}
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**paginationLimit**: The pagination limit will be used while querying the Tableau Graphql endpoint to get the data source information.
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{% /codeInfo %}
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#### Source Configuration - Source Config
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{% codeInfo srNumber=8 %}
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The `sourceConfig` is defined [here](https://github.com/open-metadata/OpenMetadata/blob/main/openmetadata-spec/src/main/resources/json/schema/metadataIngestion/dashboardServiceMetadataPipeline.json):
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- **dbServiceNames**: Database Service Names for ingesting lineage if the source supports it.
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- **dashboardFilterPattern**, **chartFilterPattern**, **dataModelFilterPattern**: Note that all of them support regex as include or exclude. E.g., "My dashboard, My dash.*, .*Dashboard".
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- **projectFilterPattern**: Filter the tableau dashboards, charts and data sources by projects. Note that all of them support regex as include or exclude. E.g., "My project, My proj.*, .*Project".
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- **includeOwners**: Set the 'Include Owners' toggle to control whether to include owners to the ingested entity if the owner email matches with a user stored in the OM server as part of metadata ingestion. If the ingested entity already exists and has an owner, the owner will not be overwritten.
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- **includeTags**: Set the 'Include Tags' toggle to control whether to include tags in metadata ingestion.
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- **includeDataModels**: Set the 'Include Data Models' toggle to control whether to include tags as part of metadata ingestion.
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- **markDeletedDashboards**: Set the 'Mark Deleted Dashboards' toggle to flag dashboards as soft-deleted if they are not present anymore in the source system.
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{% /codeInfo %}
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#### Sink Configuration
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{% codeInfo srNumber=9 %}
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To send the metadata to OpenMetadata, it needs to be specified as `type: metadata-rest`.
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{% /codeInfo %}
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{% partial file="/v1.5/connectors/yaml/workflow-config-def.md" /%}
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{% /codeInfoContainer %}
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{% codeBlock fileName="filename.yaml" %}
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```yaml {% isCodeBlock=true %}
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source:
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type: tableau
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serviceName: local_tableau
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serviceConnection:
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config:
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type: Tableau
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```
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```yaml {% srNumber=1 %}
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# authType:
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# username: username
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# password: password
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```
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```yaml {% srNumber=2 %}
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# authType:
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# personalAccessTokenName: personal_access_token_name
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# personalAccessTokenSecret: personal_access_token_secret
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```
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```yaml {% srNumber=3 %}
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env: tableau_prod
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```
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```yaml {% srNumber=4 %}
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hostPort: http://localhost
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```
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```yaml {% srNumber=5 %}
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siteName: site_name
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```
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```yaml {% srNumber=6 %}
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siteUrl: site_url
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```
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```yaml {% srNumber=7 %}
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apiVersion: api_version
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```
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```yaml {% srNumber=11 %}
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paginationLimit: pagination_limit
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```
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{% partial file="/v1.5/connectors/yaml/dashboard/source-config.md" /%}
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{% partial file="/v1.5/connectors/yaml/ingestion-sink.md" /%}
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{% partial file="/v1.5/connectors/yaml/workflow-config.md" /%}
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{% /codeBlock %}
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{% /codePreview %}
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### Example Source Configurations for default and non-default tableau sites
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#### 1. Sample config for default tableau site
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For a default tableau site `siteName` and `siteUrl` fields should be kept as empty strings as shown in the below config.
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```yaml
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source:
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type: tableau
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serviceName: local_tableau
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serviceConnection:
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config:
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type: Tableau
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# For Tableau, choose one of basic or access token authentication
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# # For basic authentication
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# authType:
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# username: username
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# password: password
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# # For access token authentication
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# authType:
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# personalAccessTokenName: personal_access_token_name
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# personalAccessTokenSecret: personal_access_token_secret
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env: tableau_prod
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hostPort: http://localhost
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siteName: site_name
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siteUrl: site_url
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apiVersion: api_version
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sourceConfig:
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config:
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type: DashboardMetadata
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includeOwners: True
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markDeletedDashboards: True
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includeTags: True
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includeDataModels: True
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# lineageInformation:
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# dbServiceNames:
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# - service1
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# - service2
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# dashboardFilterPattern:
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# includes:
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# - dashboard1
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# - dashboard2
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# excludes:
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# - dashboard3
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# - dashboard4
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# chartFilterPattern:
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# includes:
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# - chart1
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# - chart2
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# excludes:
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# - chart3
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# - chart4
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# dataModelFilterPattern:
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# includes:
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# - datamodel1
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# - datamodel2
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# excludes:
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# - datamodel3
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# - datamodel4
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sink:
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type: metadata-rest
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config: {}
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workflowConfig:
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# loggerLevel: DEBUG # DEBUG, INFO, WARN or ERROR
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openMetadataServerConfig:
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hostPort: <OpenMetadata host and port>
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authProvider: <OpenMetadata auth provider>
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```
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#### 1. Sample config for non-default tableau site
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For a non-default tableau site `siteName` and `siteUrl` fields are required.
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**Note**: If `https://xxx.tableau.com/#/site/sitename/home` represents the homepage url for your tableau site, the `sitename` from the url should be entered in the `siteName` and `siteUrl` fields in the config below.
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```yaml
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source:
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type: tableau
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serviceName: local_tableau
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serviceConnection:
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config:
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type: Tableau
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username: username
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password: password
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env: tableau_prod
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hostPort: http://localhost
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siteName: openmetadata
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siteUrl: openmetadata
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apiVersion: api_version
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# If not setting user and password
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# personalAccessTokenName: personal_access_token_name
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# personalAccessTokenSecret: personal_access_token_secret
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sourceConfig:
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config:
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type: DashboardMetadata
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# dbServiceNames:
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# - service1
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# - service2
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# dashboardFilterPattern:
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# includes:
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# - dashboard1
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# - dashboard2
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# excludes:
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# - dashboard3
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# - dashboard4
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# chartFilterPattern:
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# includes:
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# - chart1
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# - chart2
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# excludes:
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# - chart3
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# - chart4
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sink:
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type: metadata-rest
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config: {}
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workflowConfig:
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# loggerLevel: DEBUG # DEBUG, INFO, WARN or ERROR
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openMetadataServerConfig:
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hostPort: <OpenMetadata host and port>
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authProvider: <OpenMetadata auth provider>
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```
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{% partial file="/v1.5/connectors/yaml/ingestion-cli.md" /%}
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