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163 lines
5.5 KiB
Markdown
163 lines
5.5 KiB
Markdown
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---
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title: Run the Looker Connector Externally
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slug: /connectors/dashboard/looker/yaml
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---
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{% connectorDetailsHeader
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name="Looker"
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stage="PROD"
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platform="OpenMetadata"
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availableFeatures=["Dashboards", "Charts", "Owners", "Datamodels", "Lineage"]
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unavailableFeatures=["Tags", "Projects"]
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/ %}
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In this section, we provide guides and references to use the Looker connector.
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Configure and schedule Looker 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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There are two types of metadata we ingest from Looker:
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- Dashboards & Charts
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- LookML Models
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For the `project` metadata being ingested:
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- We get the actual LookML Project an Explore or View is developed in.
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- For Dashboards, we use the folder name from the UI, since there is no other hierarchy involved there.
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In terms of permissions, we need a user with access to the Dashboards and LookML Explores that we want to ingest. You can
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create your API credentials following these [docs](https://cloud.google.com/looker/docs/api-auth).
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However, LookML Views are not present in the Looker SDK. Instead, we need to extract that information directly from
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the GitHub repository holding the source `.lkml` files. In order to get this metadata, we will require a GitHub token
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with read only access to the repository. You can follow these steps from the GitHub [documentation](https://docs.github.com/en/enterprise-server@3.4/authentication/keeping-your-account-and-data-secure/creating-a-personal-access-token).
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{% note %}
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The GitHub credentials are completely optional. Just note that without them, we won't be able to ingest metadata
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out of LookML Views, including their lineage to the source databases.
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Moreover, Looker lineage only supports LookML views configured with `sql_table_name` and `derived_table` in plain SQL.
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We do not yet support liquid variables.
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{% /note %}
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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 Looker ingestion, you will need to install:
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```bash
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pip3 install "openmetadata-ingestion[looker]"
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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/lookerConnection.json)
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you can find the structure to create a connection to Looker.
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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 Looker:
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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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**clientId**: Specify the Client ID to connect to Looker. It should have enough privileges to read all the metadata.
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{% /codeInfo %}
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{% codeInfo srNumber=2 %}
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**clientSecret**: Client Secret to connect to Looker.
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{% /codeInfo %}
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{% codeInfo srNumber=3 %}
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**hostPort**: URL to the Looker instance.
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{% /codeInfo %}
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{% codeInfo srNumber=4 %}
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**githubCredentials** (Optional): GitHub API credentials to extract LookML Views' information by parsing the source `.lkml` files. There are three
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properties we need to add in this case:
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- **repositoryOwner**: The owner (user or organization) of a GitHub repository. For example, in https://github.com/open-metadata/OpenMetadata, the owner is `open-metadata`.
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- **repositoryName**: The name of a GitHub repository. For example, in https://github.com/open-metadata/OpenMetadata, the name is `OpenMetadata`.
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- **token**: Token to use the API. This is required for private repositories and to ensure we don't hit API limits.
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Follow these [steps](https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/creating-a-personal-access-token#creating-a-fine-grained-personal-access-token) in order to create a fine-grained personal access token.
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When configuring, give repository access to `Only select repositories` and choose the one containing your LookML files. Then, we only need `Repository Permissions` as `Read-only` for `Contents`.
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{% /codeInfo %}
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{% partial file="/v1.5/connectors/yaml/dashboard/source-config-def.md" /%}
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{% partial file="/v1.5/connectors/yaml/ingestion-sink-def.md" /%}
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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: looker
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serviceName: local_looker
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serviceConnection:
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config:
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type: Looker
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```
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```yaml {% srNumber=1 %}
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clientId: Client ID
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```
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```yaml {% srNumber=2 %}
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clientSecret: Client Secret
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```
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```yaml {% srNumber=3 %}
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hostPort: http://hostPort
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```
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```yaml {% srNumber=4 %}
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gitCredentials:
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type: GitHub # Or BitBucket, depending on your hosting
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repositoryOwner: open-metadata
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repositoryName: OpenMetadata
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token: XYZ
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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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{% partial file="/v1.5/connectors/yaml/ingestion-cli.md" /%}
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