Connector for BigQuery

Workflows connector that defines the built-in function used to access BigQuery within a workflow.

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For detailed documentation that includes this code sample, see the following:

Code sample

YAML

  # This workflow demonstrates how to use the BigQuery connector: 
 # Create a dataset and then insert a table with data from a public dataset 
 # Delete both the table and dataset 
 # Expected output: "SUCCESS" 
 - 
  
 init 
 : 
  
 assign 
 : 
  
 - 
  
 project_id 
 : 
  
 ${sys.get_env("GOOGLE_CLOUD_PROJECT_ID")} 
  
 - 
  
 dataset_id 
 : 
  
 "example_dataset" 
  
 - 
  
 table_id 
 : 
  
 "example_table" 
  
 - 
  
 query 
 : 
  
 "SELECT 
  
 * 
  
 FROM 
  
 `bigquery-public-data.usa_names.usa_1910_2013` 
  
 LIMIT 
  
 5000;" 
  
 - 
  
 create_disposition 
 : 
  
 "CREATE_IF_NEEDED" 
  
 # creates table if it doesn't exist 
  
 - 
  
 write_disposition 
 : 
  
 "WRITE_TRUNCATE" 
  
 # truncates table if it already exists 
 - 
  
 create_dataset 
 : 
  
 call 
 : 
  
 googleapis.bigquery.v2.datasets.insert 
  
 args 
 : 
  
 projectId 
 : 
  
 ${project_id} 
  
 body 
 : 
  
 datasetReference 
 : 
  
 datasetId 
 : 
  
 ${dataset_id} 
  
 projectId 
 : 
  
 ${project_id} 
  
 access[].role 
 : 
  
 "roles/bigquery.dataViewer" 
  
 access[].specialGroup 
 : 
  
 "projectReaders" 
 - 
  
 insert_table_into_dataset 
 : 
  
 call 
 : 
  
 googleapis.bigquery.v2.jobs.insert 
  
 args 
 : 
  
 projectId 
 : 
  
 ${project_id} 
  
 body 
 : 
  
 configuration 
 : 
  
 query 
 : 
  
 query 
 : 
  
 ${query} 
  
 destinationTable 
 : 
  
 projectId 
 : 
  
 ${project_id} 
  
 datasetId 
 : 
  
 ${dataset_id} 
  
 tableId 
 : 
  
 ${table_id} 
  
 create_disposition 
 : 
  
 ${create_disposition} 
  
 write_disposition 
 : 
  
 ${write_disposition} 
  
 allowLargeResults 
 : 
  
 true 
  
 useLegacySql 
 : 
  
 false 
 - 
  
 delete_table_from_dataset 
 : 
  
 call 
 : 
  
 googleapis.bigquery.v2.tables.delete 
  
 args 
 : 
  
 projectId 
 : 
  
 ${project_id} 
  
 datasetId 
 : 
  
 ${dataset_id} 
  
 tableId 
 : 
  
 ${table_id} 
 - 
  
 delete_dataset 
 : 
  
 call 
 : 
  
 googleapis.bigquery.v2.datasets.delete 
  
 args 
 : 
  
 projectId 
 : 
  
 ${project_id} 
  
 datasetId 
 : 
  
 ${dataset_id} 
 - 
  
 the_end 
 : 
  
 return 
 : 
  
 "SUCCESS" 
 

What's next

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