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								---
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								title: Run the GCS Connector Externally
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								slug: /connectors/storage/gcs/yaml
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								---
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								{% connectorDetailsHeader
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								name="GCS"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								stage="PROD"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								platform="Collate"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								availableFeatures=["Metadata"]
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								unavailableFeatures=[]
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								/ %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								This page contains the setup guide and reference information for the GCS connector.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								Configure and schedule GCS metadata workflows from the CLI:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								-  [Requirements ](#requirements )
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								-  [Metadata Ingestion ](#metadata-ingestion )
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/external-ingestion-deployment.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								## Requirements
 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								To run the GCS ingestion, you will need to install:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								```bash
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								pip3 install "openmetadata-ingestion[datalake-gcs]"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								{%inlineCallout icon="description" bold="OpenMetadata 1.0 or later" href="/deployment"%}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								To deploy OpenMetadata, check the Deployment guides.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								{%/inlineCallout%}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								We need the following permissions in GCP:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								### GCS Permissions
 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								For all the buckets that we want to ingest, we need to provide the following:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								-  `storage.buckets.get` 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								-  `storage.buckets.list` 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								-  `storage.objects.get` 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								-  `storage.objects.list` 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								### OpenMetadata Manifest
 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								In any other connector, extracting metadata happens automatically. In this case, we will be able to extract high-level
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								metadata from buckets, but in order to understand their internal structure we need users to provide an `openmetadata.json` 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								file at the bucket root.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								`Supported File Formats: [ "csv",  "tsv", "avro", "parquet", "json", "json.gz", "json.zip" ]` 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								You can learn more about this [here ](/connectors/storage ). Keep reading for an example on the shape of the manifest file.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/storage/manifest.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								## 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/GCSConnection.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
 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								{% codeInfo srNumber=2 %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								**gcpConfig:**
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								**1.** Passing the raw credential values provided by GCP. This requires us to provide the following information, all provided by GCP:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								{% /codeInfo %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/yaml/common/gcp-config-def.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								{% codeInfo srNumber=4 %}
							 
						 
					
						
							
								
									
										
										
										
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								**2.**  Passing a local file path that contains the credentials:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								  -  **gcpCredentialsPath**
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								-  If you prefer to pass the credentials file, you can do so as follows:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								```yaml
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								source:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								  type: gcs
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								  serviceName: local_gcs
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								  serviceConnection:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								    config:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								      type: GCS
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								      credentials:
							 
						 
					
						
							
								
									
										
										
										
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								        gcpConfig: 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								        path: < path  to  file > 
							 
						 
					
						
							
								
									
										
										
										
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								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								-  If you want to use [ADC authentication ](https://cloud.google.com/docs/authentication#adc ) for GCP you can just leave
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								the GCP credentials empty. This is why they are not marked as required.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								```yaml
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								...
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								source:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								  type: gcs
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								  serviceName: local_gcs
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								  serviceConnection:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								    config:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								      type: GCS
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								    credentials:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								      gcpConfig: {}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								...
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								{% /codeInfo %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/yaml/storage/source-config-def.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/yaml/ingestion-sink-def.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/yaml/workflow-config-def.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								#### Advanced Configuration
 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								{% codeInfo srNumber=2 %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								**Connection Options (Optional)**: Enter the details for any additional connection options that can be sent to storage service during the connection. These details must be added as Key-Value pairs.
							 
						 
					
						
							
								
									
										
										
										
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								{% /codeInfo %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								{% codeInfo srNumber=3 %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								**Connection Arguments (Optional)**: Enter the details for any additional connection arguments such as security or protocol configs that can be sent to storage service during the connection. These details must be added as Key-Value pairs.
							 
						 
					
						
							
								
									
										
										
										
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								{% /codeInfo %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								{% /codeInfoContainer %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								{% codeBlock fileName="filename.yaml" %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								```yaml {% isCodeBlock=true %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								source:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								  type: gcs
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								  serviceName: "< service  name > "
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								  serviceConnection:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								    config:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								      type: GCS
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								```yaml {% srNumber=1 %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								      credentials:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								        gcpConfig:
							 
						 
					
						
							
								
									
										
										
										
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								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/yaml/common/gcp-config.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								```yaml {% srNumber=4 %}
							 
						 
					
						
							
								
									
										
										
										
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								      # taxonomyLocation: us
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								      # taxonomyProjectID: ["project-id-1", "project-id-2"]
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								      # usageLocation: us
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								```yaml {% srNumber=2 %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								      # connectionOptions:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								      #   key: value
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								```yaml {% srNumber=3 %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								      # connectionArguments:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								      #   key: value
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/yaml/storage/source-config.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/yaml/ingestion-sink.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/yaml/workflow-config.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								{% /codeBlock %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							 
							
							
								{% /codePreview %}